diff --git a/automation-api/.env.example b/automation-api/.env.example
index 4faf871..92e0094 100644
--- a/automation-api/.env.example
+++ b/automation-api/.env.example
@@ -15,6 +15,10 @@ VERTEXAI_PROJECT="gapminder-ai"
 VERTEXAI_LOCATIONS="asia-southeast1,asia-east2,asia-northeast1"
 # follow the guide in automation-api/DEV.md#obtaining-developer-specific-service-account-credentials-base64-encoded
 VERTEX_SERVICE_ACCOUNT_CREDENTIALS=""
+# fireworks
+FIREWORKS_API_KEY=""
+# for xai
+XAI_API_KEY=""
 
 # For local development / notebooks etc
 SERVICE_ACCOUNT_CREDENTIALS=""
diff --git a/automation-api/poetry.lock b/automation-api/poetry.lock
index 5a435ff..ab9490b 100644
--- a/automation-api/poetry.lock
+++ b/automation-api/poetry.lock
@@ -1,99 +1,112 @@
 # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
-name = "aiohttp"
-version = "3.9.5"
-description = "Async http client/server framework (asyncio)"
+name = "aiohappyeyeballs"
+version = "2.4.3"
+description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
-[package.dependencies]
+[[package]]
+name = "aiohttp"
+version = "3.11.6"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.9"
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+]
+
+[package.dependencies]
+aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiohttp-socks"
@@ -152,26 +165,25 @@ local = ["accelerate", "bitsandbytes", "einops", "optimum", "peft", "scipy", "tr
 
 [[package]]
 name = "altair"
-version = "5.3.0"
+version = "5.4.1"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "altair-5.4.1.tar.gz", hash = "sha256:0ce8c2e66546cb327e5f2d7572ec0e7c6feece816203215613962f0ec1d76a82"},
 ]
 
 [package.dependencies]
 jinja2 = "*"
 jsonschema = ">=3.0"
-numpy = "*"
+narwhals = ">=1.5.2"
 packaging = "*"
-pandas = ">=0.25"
-toolz = "*"
+typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""}
 
 [package.extras]
-all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.3.0)"]
-dev = ["geopandas", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pytest", "pytest-cov", "ruff (>=0.3.0)", "types-jsonschema", "types-setuptools"]
+all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "numpy", "pandas (>=0.25.3)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.6.0)"]
+dev = ["geopandas", "hatch", "ibis-framework[polars]", "ipython[kernel]", "mistune", "mypy", "pandas (>=0.25.3)", "pandas-stubs", "polars (>=0.20.3)", "pytest", "pytest-cov", "pytest-xdist[psutil] (>=3.5,<4.0)", "ruff (>=0.6.0)", "types-jsonschema", "types-setuptools"]
 doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme (>=0.14.1)", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
 
 [[package]]
@@ -233,13 +245,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.3.0"
+version = "4.6.2.post1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"},
 ]
 
 [package.dependencies]
@@ -247,9 +259,9 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "appnope"
@@ -264,15 +276,36 @@ files = [
 
 [[package]]
 name = "argilla"
-version = "0.0.1"
-description = ""
+version = "1.29.1"
+description = "Open-source tool for exploring, labeling, and monitoring data for NLP projects."
 optional = false
-python-versions = "*"
+python-versions = "<3.13,>=3.8"
 files = [
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+    {file = "argilla-1.29.1.tar.gz", hash = "sha256:e49175aa01647fc53cd13a56adfad69165e12a270860b2e5647349e7327ed156"},
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+[package.dependencies]
+backoff = "*"
+deprecated = ">=1.2.0,<1.3.0"
+httpx = ">=0.15,<=0.26"
+monotonic = "*"
+numpy = "<1.27.0"
+packaging = ">=20.0"
+pandas = ">=1.0.0"
+pydantic = ">=1.10.7"
+rich = "!=13.1.0"
+tqdm = ">=4.27.0"
+typer = ">=0.6.0,<0.10.0"
+wrapt = ">=1.14,<1.15"
+
+[package.extras]
+integrations = ["PyYAML (>=5.4.1,<6.1.0)", "datasets (>1.17.0,!=2.3.2)", "evaluate", "faiss-cpu", "flair (>=0.12.2)", "flyingsquid", "huggingface-hub (>=0.5.0)", "ipynbname", "openai (>=0.27.10,<1.0.0)", "peft", "pgmpy", "plotly (>=4.1.0)", "sentence-transformers", "sentence-transformers (>=2.0.0,<3.0.0)", "seqeval", "setfit (>=1.0.0)", "snorkel (>=0.9.7)", "spacy (>=3.5.0,<3.7.0)", "spacy-huggingface-hub (>=0.0.10)", "spacy-transformers (>=1.2.5)", "span-marker", "textdescriptives (>=2.7.0,<3.0.0)", "transformers[torch] (>=4.30.0)", "trl (>=0.5.0)"]
+listeners = ["schedule (>=1.1.0,<1.2.0)"]
+server = ["argilla-server (>=1.29.0,<1.30.0)"]
+server-postgresql = ["argilla-server[postgresql] (>=1.29.0,<1.30.0)"]
+tests = ["factory-boy (>=3.2.1,<3.3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock"]
+
 [[package]]
 name = "argon2-cffi"
 version = "23.1.0"
@@ -380,43 +413,43 @@ files = [
 
 [[package]]
 name = "async-timeout"
-version = "4.0.3"
+version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
 ]
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "babel"
-version = "2.15.0"
+version = "2.16.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -521,21 +554,20 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "bleach"
-version = "6.1.0"
+version = "6.2.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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-six = ">=1.9.0"
 webencodings = "*"
 
 [package.extras]
-css = ["tinycss2 (>=1.1.0,<1.3)"]
+css = ["tinycss2 (>=1.1.0,<1.5)"]
 
 [[package]]
 name = "blessed"
@@ -555,23 +587,24 @@ wcwidth = ">=0.1.4"
 
 [[package]]
 name = "blinker"
-version = "1.8.2"
+version = "1.9.0"
 description = "Fast, simple object-to-object and broadcast signaling"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [[package]]
 name = "bracelogger"
-version = "1.1.0"
+version = "1.1.1"
 description = "Use brace-style string formatting in log messages"
 optional = false
-python-versions = "*"
+python-versions = ">=2.7"
 files = [
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 ]
 
 [package.extras]
@@ -579,85 +612,100 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
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-version = "5.3.3"
+version = "5.5.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
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-version = "2024.2.2"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 [[package]]
 name = "cffi"
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+version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
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 python-versions = ">=3.8"
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 [package.extras]
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 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.8.0)", "types-Pillow"]
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 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
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+test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "coverage"
@@ -959,43 +1032,38 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "42.0.7"
+version = "43.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -1008,7 +1076,7 @@ nox = ["nox"]
 pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi", "cryptography-vectors (==43.0.3)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -1028,13 +1096,13 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "dash"
-version = "2.17.0"
+version = "2.18.2"
 description = "A Python framework for building reactive web-apps. Developed by Plotly."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1053,11 +1121,11 @@ Werkzeug = "<3.1"
 
 [package.extras]
 celery = ["celery[redis] (>=5.1.2)", "redis (>=3.5.3)"]
-ci = ["black (==22.3.0)", "dash-dangerously-set-inner-html", "dash-flow-example (==0.0.5)", "flake8 (==7.0.0)", "flaky (==3.8.1)", "flask-talisman (==1.0.0)", "jupyterlab (<4.0.0)", "mimesis (<=11.1.0)", "mock (==4.0.3)", "numpy (<=1.26.3)", "openpyxl", "orjson (==3.9.12)", "pandas (>=1.4.0)", "pyarrow", "pylint (==3.0.3)", "pytest-mock", "pytest-rerunfailures", "pytest-sugar (==0.9.6)", "pyzmq (==25.1.2)", "xlrd (>=2.0.1)"]
+ci = ["black (==22.3.0)", "dash-dangerously-set-inner-html", "dash-flow-example (==0.0.5)", "flake8 (==7.0.0)", "flaky (==3.8.1)", "flask-talisman (==1.0.0)", "jupyterlab (<4.0.0)", "mimesis (<=11.1.0)", "mock (==4.0.3)", "numpy (<=1.26.3)", "openpyxl", "orjson (==3.10.3)", "pandas (>=1.4.0)", "pyarrow", "pylint (==3.0.3)", "pytest-mock", "pytest-rerunfailures", "pytest-sugar (==0.9.6)", "pyzmq (==25.1.2)", "xlrd (>=2.0.1)"]
 compress = ["flask-compress"]
 dev = ["PyYAML (>=5.4.1)", "coloredlogs (>=15.0.1)", "fire (>=0.4.0)"]
 diskcache = ["diskcache (>=5.2.1)", "multiprocess (>=0.70.12)", "psutil (>=5.8.0)"]
-testing = ["beautifulsoup4 (>=4.8.2)", "cryptography (<3.4)", "dash-testing-stub (>=0.0.2)", "lxml (>=4.6.2)", "multiprocess (>=0.70.12)", "percy (>=2.0.2)", "psutil (>=5.8.0)", "pytest (>=6.0.2)", "requests[security] (>=2.21.0)", "selenium (>=3.141.0,<=4.2.0)", "waitress (>=1.4.4)"]
+testing = ["beautifulsoup4 (>=4.8.2)", "cryptography", "dash-testing-stub (>=0.0.2)", "lxml (>=4.6.2)", "multiprocess (>=0.70.12)", "percy (>=2.0.2)", "psutil (>=5.8.0)", "pytest (>=6.0.2)", "requests[security] (>=2.21.0)", "selenium (>=3.141.0,<=4.2.0)", "waitress (>=1.4.4)"]
 
 [[package]]
 name = "dash-bootstrap-components"
@@ -1121,30 +1189,31 @@ files = [
 
 [[package]]
 name = "dashscope"
-version = "1.19.2"
+version = "1.20.13"
 description = "dashscope client sdk library"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "dashscope-1.19.2-py3-none-any.whl", hash = "sha256:bacfb6b7c2ce273d2f1a75c7a2ecc8142452079dd5efb2bfb77e670742debc62"},
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 ]
 
 [package.dependencies]
 aiohttp = "*"
 requests = "*"
+websocket-client = "*"
 
 [package.extras]
 tokenizer = ["tiktoken"]
 
 [[package]]
 name = "databind"
-version = "4.5.1"
+version = "4.5.2"
 description = "Databind is a library inspired by jackson-databind to de-/serialize Python dataclasses. The `databind` package will install the full suite of databind packages. Compatible with Python 3.8 and newer."
 optional = false
 python-versions = "<4.0.0,>=3.8.0"
 files = [
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-    {file = "databind-4.5.1.tar.gz", hash = "sha256:66f912f100d81acbbe8b9b2c5280a04341bca5d3925669371a551cc354350962"},
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 ]
 
 [package.dependencies]
@@ -1156,31 +1225,31 @@ typing-extensions = ">=3.10.0,<5"
 
 [[package]]
 name = "databind-core"
-version = "4.5.1"
+version = "4.5.2"
 description = "Databind is a library inspired by jackson-databind to de-/serialize Python dataclasses. Compatible with Python 3.8 and newer. Deprecated, use `databind` package."
 optional = false
 python-versions = "<4.0.0,>=3.8.0"
 files = [
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-    {file = "databind.core-4.5.1.tar.gz", hash = "sha256:d938777ab612188bef2070f12150e1cf07d0659459dd858a12edce80bdad64fa"},
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 ]
 
 [package.dependencies]
-databind = ">=4.5.1,<5.0.0"
+databind = ">=4.5.2,<5.0.0"
 
 [[package]]
 name = "databind-json"
-version = "4.5.1"
+version = "4.5.2"
 description = "De-/serialize Python dataclasses to or from JSON payloads. Compatible with Python 3.8 and newer. Deprecated, use `databind` module instead."
 optional = false
 python-versions = "<4.0.0,>=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
-databind = ">=4.5.1,<5.0.0"
+databind = ">=4.5.2,<5.0.0"
 
 [[package]]
 name = "dataclasses-json"
@@ -1241,33 +1310,37 @@ vision = ["Pillow (>=6.2.1)"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.1"
+version = "1.8.8"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "debugpy-1.8.8.zip", hash = "sha256:e6355385db85cbd666be703a96ab7351bc9e6c61d694893206f8001e22aee091"},
 ]
 
 [[package]]
@@ -1294,20 +1367,20 @@ files = [
 
 [[package]]
 name = "deprecated"
-version = "1.2.14"
+version = "1.2.15"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 files = [
-    {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
-    {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
+    {file = "Deprecated-1.2.15-py2.py3-none-any.whl", hash = "sha256:353bc4a8ac4bfc96800ddab349d89c25dec1079f65fd53acdcc1e0b975b21320"},
+    {file = "deprecated-1.2.15.tar.gz", hash = "sha256:683e561a90de76239796e6b6feac66b99030d2dd3fcf61ef996330f14bbb9b0d"},
 ]
 
 [package.dependencies]
 wrapt = ">=1.10,<2"
 
 [package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "jinja2 (>=3.0.3,<3.1.0)", "setuptools", "sphinx (<2)", "tox"]
 
 [[package]]
 name = "deprecation"
@@ -1339,13 +1412,13 @@ graph = ["objgraph (>=1.7.2)"]
 
 [[package]]
 name = "distlib"
-version = "0.3.8"
+version = "0.3.9"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
 files = [
-    {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"},
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 ]
 
 [[package]]
@@ -1493,24 +1566,24 @@ xmod = "*"
 
 [[package]]
 name = "et-xmlfile"
-version = "1.1.0"
+version = "2.0.0"
 description = "An implementation of lxml.xmlfile for the standard library"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "executing"
-version = "2.0.1"
+version = "2.1.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
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+
+[package.dependencies]
+numpy = ">=1.25.0,<3.0"
+packaging = "*"
 
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 name = "fastjsonschema"
-version = "2.19.1"
+version = "2.20.0"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
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 [package.extras]
@@ -1570,34 +1644,54 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.14.0"
+version = "3.16.1"
 description = "A platform independent file lock."
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 python-versions = ">=3.8"
 files = [
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-typing = ["typing-extensions (>=4.8)"]
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 [[package]]
 name = "fire"
-version = "0.6.0"
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 description = "A library for automatically generating command line interfaces."
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 python-versions = "*"
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 ]
 
 [package.dependencies]
-six = "*"
 termcolor = "*"
 
+[[package]]
+name = "fireworks-ai"
+version = "0.15.8"
+description = "Python client library for the Fireworks.ai Generative AI Platform"
+optional = false
+python-versions = ">=3.7"
+files = [
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+[package.dependencies]
+httpx = "*"
+httpx-sse = "*"
+httpx-ws = "*"
+Pillow = "*"
+pydantic = "*"
+
+[package.extras]
+flumina = ["fastapi", "gitignore-parser", "openapi-spec-validator", "prance", "safetensors", "tabulate", "torch", "tqdm"]
+
 [[package]]
 name = "flask"
 version = "3.0.3"
@@ -1622,53 +1716,61 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "fonttools"
-version = "4.51.0"
+version = "4.55.0"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "fsspec"
-version = "2024.5.0"
+version = "2024.10.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2024.5.0-py3-none-any.whl", hash = "sha256:e0fdbc446d67e182f49a70b82cf7889028a63588fde6b222521f10937b2b670c"},
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+    {file = "fsspec-2024.10.0-py3-none-any.whl", hash = "sha256:03b9a6785766a4de40368b88906366755e2819e758b83705c88cd7cb5fe81871"},
+    {file = "fsspec-2024.10.0.tar.gz", hash = "sha256:eda2d8a4116d4f2429db8550f2457da57279247dd930bb12f821b58391359493"},
 ]
 
 [package.dependencies]
@@ -1816,6 +1933,7 @@ adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
 dev = ["pre-commit", "ruff"]
+doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
@@ -1839,20 +1957,20 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "functions-framework"
-version = "3.7.0"
+version = "3.8.2"
 description = "An open source FaaS (Function as a service) framework for writing portable Python functions -- brought to you by the Google Cloud Functions team."
 optional = false
 python-versions = "<4,>=3.5"
 files = [
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+    {file = "functions_framework-3.8.2-py3-none-any.whl", hash = "sha256:ecbe8e4566efca9ed1718f210ac92d47fc47ec3a448d2bca3b4bb5888bceca08"},
+    {file = "functions_framework-3.8.2.tar.gz", hash = "sha256:109bcdca01244067052a605536b44d042903b3805d093cd32e343ba5affffc90"},
 ]
 
 [package.dependencies]
 click = ">=7.0,<9.0"
 cloudevents = ">=1.2.0,<2.0.0"
 flask = ">=1.0,<4.0"
-gunicorn = {version = ">=19.2.0", markers = "platform_system != \"Windows\""}
+gunicorn = {version = ">=22.0.0", markers = "platform_system != \"Windows\""}
 watchdog = ">=1.0.0"
 Werkzeug = ">=0.14,<4.0.0"
 
@@ -1920,13 +2038,13 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 
 [[package]]
 name = "google-api-core"
-version = "2.19.0"
+version = "2.23.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-core-2.19.0.tar.gz", hash = "sha256:cf1b7c2694047886d2af1128a03ae99e391108a08804f87cfd35970e49c9cd10"},
-    {file = "google_api_core-2.19.0-py3-none-any.whl", hash = "sha256:8661eec4078c35428fd3f69a2c7ee29e342896b70f01d1a1cbcb334372dd6251"},
+    {file = "google_api_core-2.23.0-py3-none-any.whl", hash = "sha256:c20100d4c4c41070cf365f1d8ddf5365915291b5eb11b83829fbd1c999b5122f"},
+    {file = "google_api_core-2.23.0.tar.gz", hash = "sha256:2ceb087315e6af43f256704b871d99326b1f12a9d6ce99beaedec99ba26a0ace"},
 ]
 
 [package.dependencies]
@@ -1935,10 +2053,11 @@ googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
 grpcio-status = {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
 proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
+async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
 grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
@@ -1963,13 +2082,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.29.0"
+version = "2.36.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.29.0.tar.gz", hash = "sha256:672dff332d073227550ffc7457868ac4218d6c500b155fe6cc17d2b13602c360"},
-    {file = "google_auth-2.29.0-py2.py3-none-any.whl", hash = "sha256:d452ad095688cd52bae0ad6fafe027f6a6d6f560e810fec20914e17a09526415"},
+    {file = "google_auth-2.36.0-py2.py3-none-any.whl", hash = "sha256:51a15d47028b66fd36e5c64a82d2d57480075bccc7da37cde257fc94177a61fb"},
+    {file = "google_auth-2.36.0.tar.gz", hash = "sha256:545e9618f2df0bcbb7dcbc45a546485b1212624716975a1ea5ae8149ce769ab1"},
 ]
 
 [package.dependencies]
@@ -1979,7 +2098,7 @@ rsa = ">=3.1.4,<5"
 
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
-enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+enterprise-cert = ["cryptography", "pyopenssl"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
@@ -2019,13 +2138,13 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.52.0"
+version = "1.73.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "google-cloud-aiplatform-1.52.0.tar.gz", hash = "sha256:932a56e3050b4bc9a2c0630e6af3c0bd52f0bcf72b5dc01c059874231099edd3"},
-    {file = "google_cloud_aiplatform-1.52.0-py2.py3-none-any.whl", hash = "sha256:8c62f5d0ec39e008737ebba4875105ed7563dd0958f591f95dc7816e4b30f92a"},
+    {file = "google_cloud_aiplatform-1.73.0-py2.py3-none-any.whl", hash = "sha256:6f9aebc1cb2277048093f17214c5f4ec9129fa347b8b22d784f780b12b8865a9"},
+    {file = "google_cloud_aiplatform-1.73.0.tar.gz", hash = "sha256:687d4d6dd26439db42d38b835ea0da7ebb75c20ca8e17666669536b253637e74"},
 ]
 
 [package.dependencies]
@@ -2036,60 +2155,60 @@ google-cloud-bigquery = ">=1.15.0,<3.20.0 || >3.20.0,<4.0.0dev"
 google-cloud-resource-manager = ">=1.3.3,<3.0.0dev"
 google-cloud-storage = ">=1.32.0,<3.0.0dev"
 packaging = ">=14.3"
-proto-plus = ">=1.22.0,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+proto-plus = ">=1.22.3,<2.0.0dev"
+protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
 pydantic = "<3"
 shapely = "<3.0.0dev"
 
 [package.extras]
-autologging = ["mlflow (>=1.27.0,<=2.1.1)"]
-cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+autologging = ["mlflow (>=1.27.0,<=2.16.0)"]
+cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
 datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)"]
 endpoint = ["requests (>=2.28.1)"]
-full = ["cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "nest-asyncio (>=1.0.0,<1.6.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "starlette (>=0.17.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)"]
-langchain = ["langchain (>=0.1.16,<0.2)", "langchain-core (<0.2)", "langchain-google-vertexai (<2)"]
-langchain-testing = ["absl-py", "cloudpickle (>=2.2.1,<4.0)", "langchain (>=0.1.16,<0.2)", "langchain-core (<0.2)", "langchain-google-vertexai (<2)", "pydantic (>=2.6.3,<3)", "pytest-xdist"]
+evaluation = ["pandas (>=1.0.0)", "tqdm (>=4.23.0)"]
+full = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "requests (>=2.28.1)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+langchain = ["langchain (>=0.1.16,<0.4)", "langchain-core (<0.4)", "langchain-google-vertexai (<3)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)"]
+langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "langchain (>=0.1.16,<0.4)", "langchain-core (<0.4)", "langchain-google-vertexai (<3)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)", "pytest-xdist"]
 lit = ["explainable-ai-sdk (>=1.0.0)", "lit-nlp (==0.4.0)", "pandas (>=1.0.0)", "tensorflow (>=2.3.0,<3.0.0dev)"]
 metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
 pipelines = ["pyyaml (>=5.3.1,<7)"]
-prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<=0.109.1)", "httpx (>=0.23.0,<0.25.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
-preview = ["cloudpickle (<3.0)", "google-cloud-logging (<4.0)"]
+prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<=0.114.0)", "httpx (>=0.23.0,<0.25.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
 private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
-rapid-evaluation = ["nest-asyncio (>=1.0.0,<1.6.0)", "pandas (>=1.0.0,<2.2.0)"]
-ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)"]
-ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "ray[train] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "scikit-learn", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost-ray"]
-reasoningengine = ["cloudpickle (>=2.2.1,<4.0)", "pydantic (>=2.6.3,<3)"]
-tensorboard = ["tensorflow (>=2.3.0,<3.0.0dev)"]
-testing = ["bigframes", "cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "nest-asyncio (>=1.0.0,<1.6.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (==2.13.0)", "tensorflow (==2.16.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
+ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "setuptools (<70.0.0)"]
+ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "ray[train]", "scikit-learn", "setuptools (<70.0.0)", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost-ray"]
+reasoningengine = ["cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)"]
+tensorboard = ["tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+testing = ["aiohttp", "bigframes", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "nltk", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "sentencepiece (>=0.2.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (==2.13.0)", "tensorflow (==2.16.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
+tokenization = ["sentencepiece (>=0.2.0)"]
 vizier = ["google-vizier (>=0.1.6)"]
 xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.23.1"
+version = "3.27.0"
 description = "Google BigQuery API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-bigquery-3.23.1.tar.gz", hash = "sha256:4b4597f9291b42102c9667d3b4528f801d4c8f24ef2b12dd1ecb881273330955"},
-    {file = "google_cloud_bigquery-3.23.1-py2.py3-none-any.whl", hash = "sha256:9fb72884fdbec9c4643cea6b7f21e1ecf3eb61d5305f87493d271dc801647a9e"},
+    {file = "google_cloud_bigquery-3.27.0-py2.py3-none-any.whl", hash = "sha256:b53b0431e5ba362976a4cd8acce72194b4116cdf8115030c7b339b884603fcc3"},
+    {file = "google_cloud_bigquery-3.27.0.tar.gz", hash = "sha256:379c524054d7b090fa56d0c22662cc6e6458a6229b6754c0e7177e3a73421d2c"},
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-api-core = {version = ">=2.11.1,<3.0.0dev", extras = ["grpc"]}
 google-auth = ">=2.14.1,<3.0.0dev"
-google-cloud-core = ">=1.6.0,<3.0.0dev"
-google-resumable-media = ">=0.6.0,<3.0dev"
+google-cloud-core = ">=2.4.1,<3.0.0dev"
+google-resumable-media = ">=2.0.0,<3.0dev"
 packaging = ">=20.0.0"
-python-dateutil = ">=2.7.2,<3.0dev"
+python-dateutil = ">=2.7.3,<3.0dev"
 requests = ">=2.21.0,<3.0.0dev"
 
 [package.extras]
-all = ["Shapely (>=1.8.4,<3.0.0dev)", "db-dtypes (>=0.3.0,<2.0.0dev)", "geopandas (>=0.9.0,<1.0dev)", "google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "importlib-metadata (>=1.0.0)", "ipykernel (>=6.0.0)", "ipython (>=7.23.1,!=8.1.0)", "ipywidgets (>=7.7.0)", "opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)", "pandas (>=1.1.0)", "proto-plus (>=1.15.0,<2.0.0dev)", "protobuf (>=3.19.5,!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev)", "pyarrow (>=3.0.0)", "tqdm (>=4.7.4,<5.0.0dev)"]
-bigquery-v2 = ["proto-plus (>=1.15.0,<2.0.0dev)", "protobuf (>=3.19.5,!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev)"]
+all = ["Shapely (>=1.8.4,<3.0.0dev)", "bigquery-magics (>=0.1.0)", "db-dtypes (>=0.3.0,<2.0.0dev)", "geopandas (>=0.9.0,<1.0dev)", "google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "importlib-metadata (>=1.0.0)", "ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)", "opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)", "pandas (>=1.1.0)", "proto-plus (>=1.22.3,<2.0.0dev)", "protobuf (>=3.20.2,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev)", "pyarrow (>=3.0.0)", "tqdm (>=4.7.4,<5.0.0dev)"]
+bigquery-v2 = ["proto-plus (>=1.22.3,<2.0.0dev)", "protobuf (>=3.20.2,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev)"]
 bqstorage = ["google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "pyarrow (>=3.0.0)"]
 geopandas = ["Shapely (>=1.8.4,<3.0.0dev)", "geopandas (>=0.9.0,<1.0dev)"]
-ipython = ["ipykernel (>=6.0.0)", "ipython (>=7.23.1,!=8.1.0)"]
+ipython = ["bigquery-magics (>=0.1.0)"]
 ipywidgets = ["ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)"]
 opentelemetry = ["opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)"]
 pandas = ["db-dtypes (>=0.3.0,<2.0.0dev)", "importlib-metadata (>=1.0.0)", "pandas (>=1.1.0)", "pyarrow (>=3.0.0)"]
@@ -2115,13 +2234,13 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.12.3"
+version = "1.13.1"
 description = "Google Cloud Resource Manager API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-resource-manager-1.12.3.tar.gz", hash = "sha256:809851824119834e4f2310b2c4f38621c1d16b2bb14d5b9f132e69c79d355e7f"},
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+    {file = "google_cloud_resource_manager-1.13.1-py2.py3-none-any.whl", hash = "sha256:abdc7d443ab6c0763b8ed49ab59203e223f14c683df69e3748d5eb2237475f5f"},
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 [package.dependencies]
@@ -2129,17 +2248,17 @@ google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extr
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
 grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
 proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
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 [[package]]
 name = "google-cloud-storage"
-version = "2.16.0"
+version = "2.18.2"
 description = "Google Cloud Storage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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 google-auth = ">=2.26.1,<3.0dev"
 google-cloud-core = ">=2.3.0,<3.0dev"
 google-crc32c = ">=1.0,<2.0dev"
-google-resumable-media = ">=2.6.0"
+google-resumable-media = ">=2.7.2"
 requests = ">=2.18.0,<3.0.0dev"
 
 [package.extras]
-protobuf = ["protobuf (<5.0.0dev)"]
+protobuf = ["protobuf (<6.0.0dev)"]
+tracing = ["opentelemetry-api (>=1.1.0)"]
 
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 [package.extras]
@@ -2363,92 +2457,101 @@ test = ["objgraph", "psutil"]
 
 [[package]]
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+    {file = "grpcio-status-1.62.3.tar.gz", hash = "sha256:289bdd7b2459794a12cf95dc0cb727bd4a1742c37bd823f760236c937e53a485"},
+    {file = "grpcio_status-1.62.3-py3-none-any.whl", hash = "sha256:f9049b762ba8de6b1086789d8315846e094edac2c50beaf462338b301a8fd4b8"},
 ]
 
 [package.dependencies]
 googleapis-common-protos = ">=1.5.5"
-grpcio = ">=1.62.2"
+grpcio = ">=1.62.3"
 protobuf = ">=4.21.6"
 
 [[package]]
@@ -2484,17 +2587,17 @@ six = ">=1.12.0"
 type = "git"
 url = "https://github.com/robin900/gspread-dataframe.git"
 reference = "master"
-resolved_reference = "20d9eeb956c4d9ccf9fdcf814bf41bb88ec9a2fd"
+resolved_reference = "045ba9777bc1b2ffd296b0460c2a41ad7073ba1f"
 
 [[package]]
 name = "gunicorn"
-version = "22.0.0"
+version = "23.0.0"
 description = "WSGI HTTP Server for UNIX"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "gunicorn-22.0.0-py3-none-any.whl", hash = "sha256:350679f91b24062c86e386e198a15438d53a7a8207235a78ba1b53df4c4378d9"},
-    {file = "gunicorn-22.0.0.tar.gz", hash = "sha256:4a0b436239ff76fb33f11c07a16482c521a7e09c1ce3cc293c2330afe01bec63"},
+    {file = "gunicorn-23.0.0-py3-none-any.whl", hash = "sha256:ec400d38950de4dfd418cff8328b2c8faed0edb0d517d3394e457c317908ca4d"},
+    {file = "gunicorn-23.0.0.tar.gz", hash = "sha256:f014447a0101dc57e294f6c18ca6b40227a4c90e9bdb586042628030cba004ec"},
 ]
 
 [package.dependencies]
@@ -2520,13 +2623,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.5"
+version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"},
-    {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"},
+    {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
+    {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
 ]
 
 [package.dependencies]
@@ -2537,7 +2640,7 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.26.0)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httplib2"
@@ -2555,13 +2658,13 @@ pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0
 
 [[package]]
 name = "httpx"
-version = "0.27.0"
+version = "0.26.0"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpx-0.27.0-py3-none-any.whl", hash = "sha256:71d5465162c13681bff01ad59b2cc68dd838ea1f10e51574bac27103f00c91a5"},
-    {file = "httpx-0.27.0.tar.gz", hash = "sha256:a0cb88a46f32dc874e04ee956e4c2764aba2aa228f650b06788ba6bda2962ab5"},
+    {file = "httpx-0.26.0-py3-none-any.whl", hash = "sha256:8915f5a3627c4d47b73e8202457cb28f1266982d1159bd5779d86a80c0eab1cd"},
+    {file = "httpx-0.26.0.tar.gz", hash = "sha256:451b55c30d5185ea6b23c2c793abf9bb237d2a7dfb901ced6ff69ad37ec1dfaf"},
 ]
 
 [package.dependencies]
@@ -2577,6 +2680,34 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[[package]]
+name = "httpx-sse"
+version = "0.4.0"
+description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"},
+    {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"},
+]
+
+[[package]]
+name = "httpx-ws"
+version = "0.6.2"
+description = "WebSockets support for HTTPX"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpx_ws-0.6.2-py3-none-any.whl", hash = "sha256:24f87427acb757ada200aeab016cc429fa0bc71b0730429c37634867194e305c"},
+    {file = "httpx_ws-0.6.2.tar.gz", hash = "sha256:b07446b9067a30f1012fa9851fdfd14207012cd657c485565884f90553d0854c"},
+]
+
+[package.dependencies]
+anyio = ">=4"
+httpcore = ">=1.0.4"
+httpx = ">=0.23.1"
+wsproto = "*"
+
 [[package]]
 name = "huggingface-hub"
 version = "0.15.1"
@@ -2626,13 +2757,13 @@ packaging = "*"
 
 [[package]]
 name = "identify"
-version = "2.5.36"
+version = "2.6.2"
 description = "File identification library for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "identify-2.5.36-py2.py3-none-any.whl", hash = "sha256:37d93f380f4de590500d9dba7db359d0d3da95ffe7f9de1753faa159e71e7dfa"},
-    {file = "identify-2.5.36.tar.gz", hash = "sha256:e5e00f54165f9047fbebeb4a560f9acfb8af4c88232be60a488e9b68d122745d"},
+    {file = "identify-2.6.2-py2.py3-none-any.whl", hash = "sha256:c097384259f49e372f4ea00a19719d95ae27dd5ff0fd77ad630aa891306b82f3"},
+    {file = "identify-2.6.2.tar.gz", hash = "sha256:fab5c716c24d7a789775228823797296a2994b075fb6080ac83a102772a98cbd"},
 ]
 
 [package.extras]
@@ -2640,33 +2771,40 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
-    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
-    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "importlib-metadata"
-version = "7.1.0"
+version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
-    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
+    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
+    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
 ]
 
 [package.dependencies]
-zipp = ">=0.5"
+zipp = ">=3.20"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -2681,43 +2819,29 @@ files = [
 
 [[package]]
 name = "inquirer"
-version = "3.2.4"
+version = "3.4.0"
 description = "Collection of common interactive command line user interfaces, based on Inquirer.js"
 optional = false
 python-versions = ">=3.8.1"
 files = [
-    {file = "inquirer-3.2.4-py3-none-any.whl", hash = "sha256:273a4e4a4345ac1afdb17408d40fc8dccf3485db68203357919468561035a763"},
-    {file = "inquirer-3.2.4.tar.gz", hash = "sha256:33b09efc1b742b9d687b540296a8b6a3f773399673321fcc2ab0eb4c109bf9b5"},
+    {file = "inquirer-3.4.0-py3-none-any.whl", hash = "sha256:bb0ec93c833e4ce7b51b98b1644b0a4d2bb39755c39787f6a504e4fee7a11b60"},
+    {file = "inquirer-3.4.0.tar.gz", hash = "sha256:8edc99c076386ee2d2204e5e3653c2488244e82cb197b2d498b3c1b5ffb25d0b"},
 ]
 
 [package.dependencies]
 blessed = ">=1.19.0"
 editor = ">=1.6.0"
-readchar = ">=3.0.6"
-
-[[package]]
-name = "intel-openmp"
-version = "2021.4.0"
-description = "Intel OpenMP* Runtime Library"
-optional = false
-python-versions = "*"
-files = [
-    {file = "intel_openmp-2021.4.0-py2.py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.whl", hash = "sha256:41c01e266a7fdb631a7609191709322da2bbf24b252ba763f125dd651bcc7675"},
-    {file = "intel_openmp-2021.4.0-py2.py3-none-manylinux1_i686.whl", hash = "sha256:3b921236a38384e2016f0f3d65af6732cf2c12918087128a9163225451e776f2"},
-    {file = "intel_openmp-2021.4.0-py2.py3-none-manylinux1_x86_64.whl", hash = "sha256:e2240ab8d01472fed04f3544a878cda5da16c26232b7ea1b59132dbfb48b186e"},
-    {file = "intel_openmp-2021.4.0-py2.py3-none-win32.whl", hash = "sha256:6e863d8fd3d7e8ef389d52cf97a50fe2afe1a19247e8c0d168ce021546f96fc9"},
-    {file = "intel_openmp-2021.4.0-py2.py3-none-win_amd64.whl", hash = "sha256:eef4c8bcc8acefd7f5cd3b9384dbf73d59e2c99fc56545712ded913f43c4a94f"},
-]
+readchar = ">=4.2.0"
 
 [[package]]
 name = "ipykernel"
-version = "6.29.4"
+version = "6.29.5"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.29.4-py3-none-any.whl", hash = "sha256:1181e653d95c6808039c509ef8e67c4126b3b3af7781496c7cbfb5ed938a27da"},
-    {file = "ipykernel-6.29.4.tar.gz", hash = "sha256:3d44070060f9475ac2092b760123fadf105d2e2493c24848b6691a7c4f42af5c"},
+    {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"},
+    {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"},
 ]
 
 [package.dependencies]
@@ -2744,13 +2868,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.24.0"
+version = "8.29.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "ipython-8.24.0-py3-none-any.whl", hash = "sha256:d7bf2f6c4314984e3e02393213bab8703cf163ede39672ce5918c51fe253a2a3"},
-    {file = "ipython-8.24.0.tar.gz", hash = "sha256:010db3f8a728a578bb641fdd06c063b9fb8e96a9464c63aec6310fbcb5e80501"},
+    {file = "ipython-8.29.0-py3-none-any.whl", hash = "sha256:0188a1bd83267192123ccea7f4a8ed0a78910535dbaa3f37671dca76ebd429c8"},
+    {file = "ipython-8.29.0.tar.gz", hash = "sha256:40b60e15b22591450eef73e40a027cf77bd652e757523eebc5bd7c7c498290eb"},
 ]
 
 [package.dependencies]
@@ -2768,7 +2892,7 @@ typing-extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 [package.extras]
 all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "stack-data", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "intersphinx-registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli", "typing-extensions"]
 kernel = ["ipykernel"]
 matplotlib = ["matplotlib"]
 nbconvert = ["nbconvert"]
@@ -2776,7 +2900,7 @@ nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["pickleshare", "pytest", "pytest-asyncio (<0.22)", "testpath"]
+test = ["packaging", "pickleshare", "pytest", "pytest-asyncio (<0.22)", "testpath"]
 test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
 
 [[package]]
@@ -2792,21 +2916,21 @@ files = [
 
 [[package]]
 name = "ipywidgets"
-version = "8.1.2"
+version = "8.1.5"
 description = "Jupyter interactive widgets"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "ipywidgets-8.1.2-py3-none-any.whl", hash = "sha256:bbe43850d79fb5e906b14801d6c01402857996864d1e5b6fa62dd2ee35559f60"},
-    {file = "ipywidgets-8.1.2.tar.gz", hash = "sha256:d0b9b41e49bae926a866e613a39b0f0097745d2b9f1f3dd406641b4a57ec42c9"},
+    {file = "ipywidgets-8.1.5-py3-none-any.whl", hash = "sha256:3290f526f87ae6e77655555baba4f36681c555b8bdbbff430b70e52c34c86245"},
+    {file = "ipywidgets-8.1.5.tar.gz", hash = "sha256:870e43b1a35656a80c18c9503bbf2d16802db1cb487eec6fab27d683381dde17"},
 ]
 
 [package.dependencies]
 comm = ">=0.1.3"
 ipython = ">=6.1.0"
-jupyterlab-widgets = ">=3.0.10,<3.1.0"
+jupyterlab-widgets = ">=3.0.12,<3.1.0"
 traitlets = ">=4.3.1"
-widgetsnbextension = ">=4.0.10,<4.1.0"
+widgetsnbextension = ">=4.0.12,<4.1.0"
 
 [package.extras]
 test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
@@ -2838,22 +2962,22 @@ files = [
 
 [[package]]
 name = "jedi"
-version = "0.19.1"
+version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
-    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
+    {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"},
+    {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.3,<0.9.0"
+parso = ">=0.8.4,<0.9.0"
 
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
-testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jinja2"
@@ -2874,18 +2998,100 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jinxed"
-version = "1.2.1"
+version = "1.3.0"
 description = "Jinxed Terminal Library"
 optional = false
 python-versions = "*"
 files = [
-    {file = "jinxed-1.2.1-py2.py3-none-any.whl", hash = "sha256:37422659c4925969c66148c5e64979f553386a4226b9484d910d3094ced37d30"},
-    {file = "jinxed-1.2.1.tar.gz", hash = "sha256:30c3f861b73279fea1ed928cfd4dfb1f273e16cd62c8a32acfac362da0f78f3f"},
+    {file = "jinxed-1.3.0-py2.py3-none-any.whl", hash = "sha256:b993189f39dc2d7504d802152671535b06d380b26d78070559551cbf92df4fc5"},
+    {file = "jinxed-1.3.0.tar.gz", hash = "sha256:1593124b18a41b7a3da3b078471442e51dbad3d77b4d4f2b0c26ab6f7d660dbf"},
 ]
 
 [package.dependencies]
 ansicon = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "jiter"
+version = "0.7.1"
+description = "Fast iterable JSON parser."
+optional = false
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 [[package]]
 name = "joblib"
 version = "1.4.2"
@@ -2899,35 +3105,38 @@ files = [
 
 [[package]]
 name = "json5"
-version = "0.9.25"
+version = "0.9.28"
 description = "A Python implementation of the JSON5 data format."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.8.0"
 files = [
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-    {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"},
+    {file = "json5-0.9.28-py3-none-any.whl", hash = "sha256:29c56f1accdd8bc2e037321237662034a7e07921e2b7223281a5ce2c46f0c4df"},
+    {file = "json5-0.9.28.tar.gz", hash = "sha256:1f82f36e615bc5b42f1bbd49dbc94b12563c56408c6ffa06414ea310890e9a6e"},
 ]
 
+[package.extras]
+dev = ["build (==1.2.2.post1)", "coverage (==7.5.3)", "mypy (==1.13.0)", "pip (==24.3.1)", "pylint (==3.2.3)", "ruff (==0.7.3)", "twine (==5.1.1)", "uv (==0.5.1)"]
+
 [[package]]
 name = "jsonpointer"
-version = "2.4"
+version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+python-versions = ">=3.7"
 files = [
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-    {file = "jsonpointer-2.4.tar.gz", hash = "sha256:585cee82b70211fa9e6043b7bb89db6e1aa49524340dde8ad6b63206ea689d88"},
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 ]
 
 [[package]]
 name = "jsonschema"
-version = "4.22.0"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2942,21 +3151,21 @@ rfc3339-validator = {version = "*", optional = true, markers = "extra == \"forma
 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
 rpds-py = ">=0.7.1"
 uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
-webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
+webcolors = {version = ">=24.6.0", optional = true, markers = "extra == \"format-nongpl\""}
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.12.1"
+version = "2024.10.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"},
-    {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"},
+    {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
+    {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
 ]
 
 [package.dependencies]
@@ -2964,13 +3173,13 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "jupysql"
-version = "0.10.10"
+version = "0.10.16"
 description = "Better SQL in Jupyter"
 optional = false
 python-versions = "*"
 files = [
-    {file = "jupysql-0.10.10-py3-none-any.whl", hash = "sha256:811031ff2be5289e2840d294bb6d809ab6772d5a61d1ad7c2ab51c8ce807a68b"},
-    {file = "jupysql-0.10.10.tar.gz", hash = "sha256:8259111a943ad0da61ef6bbe1281787c37a1535d15553b8bbcfaca2919c03742"},
+    {file = "jupysql-0.10.16-py3-none-any.whl", hash = "sha256:3c15ea77e37b436cecf2843b769168e8eecf98674ab6301f90c7c7e96c2624b0"},
+    {file = "jupysql-0.10.16.tar.gz", hash = "sha256:0c80cdc32f674e05fbb8e6c078a2fd2583cd058535ca6b0924249aa052c426ce"},
 ]
 
 [package.dependencies]
@@ -2978,25 +3187,24 @@ ipython-genutils = ">=0.1.0"
 jinja2 = "*"
 jupysql-plugin = ">=0.4.2"
 ploomber-core = ">=0.2.7"
-ploomber-extension = "*"
-prettytable = "*"
+prettytable = ">=3.12.0"
 sqlalchemy = "*"
 sqlglot = ">=11.3.7"
 sqlparse = "*"
 
 [package.extras]
-dev = ["black", "duckdb", "duckdb-engine", "flake8", "invoke", "ipywidgets", "js2py", "jupyter-server", "matplotlib (==3.7.2)", "pandas (<2.2.0)", "pkgmt", "polars (==0.17.2)", "psutil", "pyarrow", "pyodbc", "pytest", "twine"]
-integration = ["black", "clickhouse-sqlalchemy", "dockerctx", "duckdb", "duckdb-engine", "flake8", "grpcio-status", "invoke", "ipywidgets", "js2py", "jupyter-server", "matplotlib (==3.7.2)", "oracledb", "pandas (<2.2.0)", "pgspecial (==2.0.1)", "pkgmt", "polars (==0.17.2)", "psutil", "psycopg2-binary", "pyarrow", "pymysql", "pyodbc", "pyspark", "pytest", "python-tds", "redshift-connector", "snowflake-sqlalchemy", "sqlalchemy-pytds", "sqlalchemy-redshift", "twine"]
+dev = ["black", "duckdb (<1.1.0)", "duckdb-engine", "flake8", "invoke", "ipywidgets", "js2py", "jupyter-server", "matplotlib (==3.7.2)", "pandas (<2.2.0)", "pkgmt", "polars (==0.17.2)", "psutil", "pyarrow", "pyodbc", "pytest", "twine"]
+integration = ["black", "clickhouse-sqlalchemy", "dockerctx", "duckdb (<1.1.0)", "duckdb-engine", "flake8", "grpcio-status", "invoke", "ipywidgets", "js2py", "jupyter-server", "matplotlib (==3.7.2)", "oracledb", "pandas (<2.2.0)", "pgspecial (==2.0.1)", "pkgmt", "polars (==0.17.2)", "psutil", "psycopg2-binary", "pyarrow", "pymysql", "pyodbc", "pyspark", "pytest", "python-tds", "redshift-connector", "snowflake-sqlalchemy", "sqlalchemy-pytds", "sqlalchemy-redshift", "twine"]
 
 [[package]]
 name = "jupysql-plugin"
-version = "0.4.3"
+version = "0.4.5"
 description = "Jupyterlab extension for JupySQL"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "jupysql_plugin-0.4.3-py3-none-any.whl", hash = "sha256:4d2a8e51fee54c10a83b2e7b05fd1a7c09578470ef50e4beb8750e2076072c6f"},
-    {file = "jupysql_plugin-0.4.3.tar.gz", hash = "sha256:372b67269ef9517d45ea8a0c8b47ce6e8064629c3082953ca78a669c4eeb849e"},
+    {file = "jupysql_plugin-0.4.5-py3-none-any.whl", hash = "sha256:8d1eab73a3daff557958907ca3de8c18216fb7b7d9a299fb3eac2efd66958543"},
+    {file = "jupysql_plugin-0.4.5.tar.gz", hash = "sha256:7085e178898ee012f4d339f5d356432332a5daa9080ec4cdb3064e0ace7894d6"},
 ]
 
 [package.dependencies]
@@ -3004,33 +3212,32 @@ ploomber-core = "*"
 
 [[package]]
 name = "jupyter"
-version = "1.0.0"
+version = "1.1.1"
 description = "Jupyter metapackage. Install all the Jupyter components in one go."
 optional = false
 python-versions = "*"
 files = [
-    {file = "jupyter-1.0.0-py2.py3-none-any.whl", hash = "sha256:5b290f93b98ffbc21c0c7e749f054b3267782166d72fa5e3ed1ed4eaf34a2b78"},
-    {file = "jupyter-1.0.0.tar.gz", hash = "sha256:d9dc4b3318f310e34c82951ea5d6683f67bed7def4b259fafbfe4f1beb1d8e5f"},
-    {file = "jupyter-1.0.0.zip", hash = "sha256:3e1f86076bbb7c8c207829390305a2b1fe836d471ed54be66a3b8c41e7f46cc7"},
+    {file = "jupyter-1.1.1-py2.py3-none-any.whl", hash = "sha256:7a59533c22af65439b24bbe60373a4e95af8f16ac65a6c00820ad378e3f7cc83"},
+    {file = "jupyter-1.1.1.tar.gz", hash = "sha256:d55467bceabdea49d7e3624af7e33d59c37fff53ed3a350e1ac957bed731de7a"},
 ]
 
 [package.dependencies]
 ipykernel = "*"
 ipywidgets = "*"
 jupyter-console = "*"
+jupyterlab = "*"
 nbconvert = "*"
 notebook = "*"
-qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.2"
+version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.6.2-py3-none-any.whl", hash = "sha256:50cbc5c66fd1b8f65ecb66bc490ab73217993632809b6e505687de18e9dea39f"},
-    {file = "jupyter_client-8.6.2.tar.gz", hash = "sha256:2bda14d55ee5ba58552a8c53ae43d215ad9868853489213f37da060ced54d8df"},
+    {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"},
+    {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"},
 ]
 
 [package.dependencies]
@@ -3129,13 +3336,13 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.14.0"
+version = "2.14.2"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.14.0-py3-none-any.whl", hash = "sha256:fb6be52c713e80e004fac34b35a0990d6d36ba06fd0a2b2ed82b899143a64210"},
-    {file = "jupyter_server-2.14.0.tar.gz", hash = "sha256:659154cea512083434fd7c93b7fe0897af7a2fd0b9dd4749282b42eaac4ae677"},
+    {file = "jupyter_server-2.14.2-py3-none-any.whl", hash = "sha256:47ff506127c2f7851a17bf4713434208fc490955d0e8632e95014a9a9afbeefd"},
+    {file = "jupyter_server-2.14.2.tar.gz", hash = "sha256:66095021aa9638ced276c248b1d81862e4c50f292d575920bbe960de1c56b12b"},
 ]
 
 [package.dependencies]
@@ -3160,7 +3367,7 @@ traitlets = ">=5.6.0"
 websocket-client = ">=1.7"
 
 [package.extras]
-docs = ["ipykernel", "jinja2", "jupyter-client", "jupyter-server", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
+docs = ["ipykernel", "jinja2", "jupyter-client", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
 test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0,<9)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.7)", "pytest-timeout", "requests"]
 
 [[package]]
@@ -3184,13 +3391,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.2.1"
+version = "4.3.1"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.2.1-py3-none-any.whl", hash = "sha256:6ac6e3827b3c890e6e549800e8a4f4aaea6a69321e2240007902aa7a0c56a8e4"},
-    {file = "jupyterlab-4.2.1.tar.gz", hash = "sha256:a10fb71085a6900820c62d43324005046402ffc8f0fde696103e37238a839507"},
+    {file = "jupyterlab-4.3.1-py3-none-any.whl", hash = "sha256:2d9a1c305bc748e277819a17a5d5e22452e533e835f4237b2f30f3b0e491e01f"},
+    {file = "jupyterlab-4.3.1.tar.gz", hash = "sha256:a4a338327556443521731d82f2a6ccf926df478914ca029616621704d47c3c65"},
 ]
 
 [package.dependencies]
@@ -3204,15 +3411,16 @@ jupyter-server = ">=2.4.0,<3"
 jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2"
 packaging = "*"
+setuptools = ">=40.1.0"
 tornado = ">=6.2.0"
 traitlets = "*"
 
 [package.extras]
-dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.3.5)"]
-docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<7.3.0)", "sphinx-copybutton"]
-docs-screenshots = ["altair (==5.3.0)", "ipython (==8.16.1)", "ipywidgets (==8.1.2)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.1.post2)", "matplotlib (==3.8.3)", "nbconvert (>=7.0.0)", "pandas (==2.2.1)", "scipy (==1.12.0)", "vega-datasets (==0.9.0)"]
+dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.6.9)"]
+docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<8.1.0)", "sphinx-copybutton"]
+docs-screenshots = ["altair (==5.4.1)", "ipython (==8.16.1)", "ipywidgets (==8.1.5)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.2.post3)", "matplotlib (==3.9.2)", "nbconvert (>=7.0.0)", "pandas (==2.2.3)", "scipy (==1.14.1)", "vega-datasets (==0.9.0)"]
 test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
-upgrade-extension = ["copier (>=8,<10)", "jinja2-time (<0.3)", "pydantic (<2.0)", "pyyaml-include (<2.0)", "tomli-w (<2.0)"]
+upgrade-extension = ["copier (>=9,<10)", "jinja2-time (<0.3)", "pydantic (<3.0)", "pyyaml-include (<3.0)", "tomli-w (<2.0)"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -3227,13 +3435,13 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.27.2"
+version = "2.27.3"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_server-2.27.2-py3-none-any.whl", hash = "sha256:54aa2d64fd86383b5438d9f0c032f043c4d8c0264b8af9f60bd061157466ea43"},
-    {file = "jupyterlab_server-2.27.2.tar.gz", hash = "sha256:15cbb349dc45e954e09bacf81b9f9bcb10815ff660fb2034ecd7417db3a7ea27"},
+    {file = "jupyterlab_server-2.27.3-py3-none-any.whl", hash = "sha256:e697488f66c3db49df675158a77b3b017520d772c6e1548c7d9bcc5df7944ee4"},
+    {file = "jupyterlab_server-2.27.3.tar.gz", hash = "sha256:eb36caca59e74471988f0ae25c77945610b887f777255aa21f8065def9e51ed4"},
 ]
 
 [package.dependencies]
@@ -3252,24 +3460,24 @@ test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-v
 
 [[package]]
 name = "jupyterlab-widgets"
-version = "3.0.10"
+version = "3.0.13"
 description = "Jupyter interactive widgets for JupyterLab"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "jupyterlab_widgets-3.0.10-py3-none-any.whl", hash = "sha256:dd61f3ae7a5a7f80299e14585ce6cf3d6925a96c9103c978eda293197730cb64"},
-    {file = "jupyterlab_widgets-3.0.10.tar.gz", hash = "sha256:04f2ac04976727e4f9d0fa91cdc2f1ab860f965e504c29dbd6a65c882c9d04c0"},
+    {file = "jupyterlab_widgets-3.0.13-py3-none-any.whl", hash = "sha256:e3cda2c233ce144192f1e29914ad522b2f4c40e77214b0cc97377ca3d323db54"},
+    {file = "jupyterlab_widgets-3.0.13.tar.gz", hash = "sha256:a2966d385328c1942b683a8cd96b89b8dd82c8b8f81dda902bb2bc06d46f5bed"},
 ]
 
 [[package]]
 name = "jupytext"
-version = "1.16.2"
+version = "1.16.4"
 description = "Jupyter notebooks as Markdown documents, Julia, Python or R scripts"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupytext-1.16.2-py3-none-any.whl", hash = "sha256:197a43fef31dca612b68b311e01b8abd54441c7e637810b16b6cb8f2ab66065e"},
-    {file = "jupytext-1.16.2.tar.gz", hash = "sha256:8627dd9becbbebd79cc4a4ed4727d89d78e606b4b464eab72357b3b029023a14"},
+    {file = "jupytext-1.16.4-py3-none-any.whl", hash = "sha256:76989d2690e65667ea6fb411d8056abe7cd0437c07bd774660b83d62acf9490a"},
+    {file = "jupytext-1.16.4.tar.gz", hash = "sha256:28e33f46f2ce7a41fb9d677a4a2c95327285579b64ca104437c4b9eb1e4174e9"},
 ]
 
 [package.dependencies]
@@ -3280,126 +3488,136 @@ packaging = "*"
 pyyaml = "*"
 
 [package.extras]
-dev = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (<0.4.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-cov (>=2.6.1)", "pytest-randomly", "pytest-xdist", "sphinx-gallery (<0.8)"]
+dev = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (>=1.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-cov (>=2.6.1)", "pytest-randomly", "pytest-xdist", "sphinx-gallery (<0.8)"]
 docs = ["myst-parser", "sphinx", "sphinx-copybutton", "sphinx-rtd-theme"]
 test = ["pytest", "pytest-randomly", "pytest-xdist"]
 test-cov = ["ipykernel", "jupyter-server (!=2.11)", "nbconvert", "pytest", "pytest-cov (>=2.6.1)", "pytest-randomly", "pytest-xdist"]
-test-external = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (<0.4.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-randomly", "pytest-xdist", "sphinx-gallery (<0.8)"]
+test-external = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (>=1.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-randomly", "pytest-xdist", "sphinx-gallery (<0.8)"]
 test-functional = ["pytest", "pytest-randomly", "pytest-xdist"]
 test-integration = ["ipykernel", "jupyter-server (!=2.11)", "nbconvert", "pytest", "pytest-randomly", "pytest-xdist"]
 test-ui = ["calysto-bash"]
 
 [[package]]
 name = "kiwisolver"
-version = "1.4.5"
+version = "1.4.7"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "kiwisolver-1.4.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:05703cf211d585109fcd72207a31bb170a0f22144d68298dc5e61b3c946518af"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:146d14bebb7f1dc4d5fbf74f8a6cb15ac42baadee8912eb84ac0b3b2a3dc6ac3"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6ef7afcd2d281494c0a9101d5c571970708ad911d028137cd558f02b851c08b4"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:9eaa8b117dc8337728e834b9c6e2611f10c79e38f65157c4c38e9400286f5cb1"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:ec20916e7b4cbfb1f12380e46486ec4bcbaa91a9c448b97023fde0d5bbf9e4ff"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:39b42c68602539407884cf70d6a480a469b93b81b7701378ba5e2328660c847a"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aa12042de0171fad672b6c59df69106d20d5596e4f87b5e8f76df757a7c399aa"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2a40773c71d7ccdd3798f6489aaac9eee213d566850a9533f8d26332d626b82c"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:19df6e621f6d8b4b9c4d45f40a66839294ff2bb235e64d2178f7522d9170ac5b"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:83d78376d0d4fd884e2c114d0621624b73d2aba4e2788182d286309ebdeed770"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:e391b1f0a8a5a10ab3b9bb6afcfd74f2175f24f8975fb87ecae700d1503cdee0"},
-    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:852542f9481f4a62dbb5dd99e8ab7aedfeb8fb6342349a181d4036877410f525"},
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 click = "*"
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 ]
 
 [package.dependencies]
 mypy-extensions = ">=1.0.0"
-typing-extensions = ">=4.1.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
+faster-cache = ["orjson"]
 install-types = ["pip"]
 mypyc = ["setuptools (>=50)"]
 reports = ["lxml"]
@@ -4254,6 +4476,25 @@ files = [
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 ]
 
+[[package]]
+name = "narwhals"
+version = "1.14.1"
+description = "Extremely lightweight compatibility layer between dataframe libraries"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
+[package.extras]
+cudf = ["cudf (>=23.08.00)"]
+dask = ["dask[dataframe] (>=2024.7)"]
+modin = ["modin"]
+pandas = ["pandas (>=0.25.3)"]
+polars = ["polars (>=0.20.3)"]
+pyarrow = ["pyarrow (>=11.0.0)"]
+
 [[package]]
 name = "nbclient"
 version = "0.10.0"
@@ -4347,31 +4588,32 @@ files = [
 
 [[package]]
 name = "networkx"
-version = "3.3"
+version = "3.4.2"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [package.extras]
-default = ["matplotlib (>=3.6)", "numpy (>=1.23)", "pandas (>=1.4)", "scipy (>=1.9,!=1.11.0,!=1.11.1)"]
+default = ["matplotlib (>=3.7)", "numpy (>=1.24)", "pandas (>=2.0)", "scipy (>=1.10,!=1.11.0,!=1.11.1)"]
 developer = ["changelist (==0.5)", "mypy (>=1.1)", "pre-commit (>=3.2)", "rtoml"]
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+extra = ["lxml (>=4.6)", "pydot (>=3.0.1)", "pygraphviz (>=1.14)", "sympy (>=1.10)"]
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nltk"
-version = "3.8.1"
+version = "3.9.1"
 description = "Natural Language Toolkit"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4390,40 +4632,37 @@ twitter = ["twython"]
 
 [[package]]
 name = "nodeenv"
-version = "1.8.0"
+version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
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 ]
 
-[package.dependencies]
-setuptools = "*"
-
 [[package]]
 name = "notebook"
-version = "7.2.0"
+version = "7.0.7"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
 files = [
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-jupyterlab = ">=4.2.0,<4.3"
-jupyterlab-server = ">=2.27.1,<3"
+jupyterlab = ">=4.0.2,<5"
+jupyterlab-server = ">=2.22.1,<3"
 notebook-shim = ">=0.2,<0.3"
 tornado = ">=6.2.0"
 
 [package.extras]
 dev = ["hatch", "pre-commit"]
 docs = ["myst-parser", "nbsphinx", "pydata-sphinx-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
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+test = ["importlib-resources (>=5.0)", "ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.22.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
 
 [[package]]
 name = "notebook-shim"
@@ -4481,44 +4720,44 @@ typing-extensions = ">=3.0.0"
 
 [[package]]
 name = "numexpr"
-version = "2.10.0"
+version = "2.10.1"
 description = "Fast numerical expression evaluator for NumPy"
 optional = false
 python-versions = ">=3.9"
 files = [
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 description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
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 description = "Core utilities for Python packages"
 optional = false
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 ]
 
 [package.dependencies]
@@ -4882,17 +4993,17 @@ xml = ["lxml (>=4.9.2)"]
 
 [[package]]
 name = "pandas-stubs"
-version = "2.2.2.240514"
+version = "2.2.3.241009"
 description = "Type annotations for pandas"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
-numpy = {version = ">=1.26.0", markers = "python_version < \"3.13\""}
+numpy = ">=1.23.5"
 types-pytz = ">=2022.1.1"
 
 [[package]]
@@ -4995,13 +5106,13 @@ pillow = "*"
 
 [[package]]
 name = "pdfminer-six"
-version = "20231228"
+version = "20240706"
 description = "PDF parser and analyzer"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5009,7 +5120,7 @@ charset-normalizer = ">=2.0.0"
 cryptography = ">=36.0.0"
 
 [package.extras]
-dev = ["black", "mypy (==0.931)", "nox", "pytest"]
+dev = ["atheris", "black", "mypy (==0.931)", "nox", "pytest"]
 docs = ["sphinx", "sphinx-argparse"]
 image = ["Pillow"]
 
@@ -5119,19 +5230,19 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
 name = "platformdirs"
-version = "4.2.2"
+version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "platformdirs-4.2.2-py3-none-any.whl", hash = "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee"},
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+    {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
+    {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
 ]
 
 [package.extras]
-docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
-type = ["mypy (>=1.8)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "ploomber-core"
@@ -5151,29 +5262,15 @@ pyyaml = "*"
 [package.extras]
 dev = ["flake8", "invoke", "pkgmt", "pytest", "pywin32", "twine"]
 
-[[package]]
-name = "ploomber-extension"
-version = "0.1.0"
-description = "A JupyterLab extension."
-optional = false
-python-versions = ">=3.7"
-files = [
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-    {file = "ploomber_extension-0.1.0.tar.gz", hash = "sha256:d54db9f05831e2bd0d1cf1c2d58988fac3044478ae61e899f1d75a108c0980b2"},
-]
-
-[package.dependencies]
-ploomber-core = "*"
-
 [[package]]
 name = "plotly"
-version = "5.22.0"
+version = "5.24.1"
 description = "An open-source, interactive data visualization library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "plotly-5.22.0-py3-none-any.whl", hash = "sha256:68fc1901f098daeb233cc3dd44ec9dc31fb3ca4f4e53189344199c43496ed006"},
-    {file = "plotly-5.22.0.tar.gz", hash = "sha256:859fdadbd86b5770ae2466e542b761b247d1c6b49daed765b95bb8c7063e7469"},
+    {file = "plotly-5.24.1-py3-none-any.whl", hash = "sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089"},
+    {file = "plotly-5.24.1.tar.gz", hash = "sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae"},
 ]
 
 [package.dependencies]
@@ -5251,13 +5348,13 @@ xlsxwriter = ["xlsxwriter"]
 
 [[package]]
 name = "posthog"
-version = "3.5.0"
+version = "3.7.2"
 description = "Integrate PostHog into any python application."
 optional = false
 python-versions = "*"
 files = [
-    {file = "posthog-3.5.0-py2.py3-none-any.whl", hash = "sha256:3c672be7ba6f95d555ea207d4486c171d06657eb34b3ce25eb043bfe7b6b5b76"},
-    {file = "posthog-3.5.0.tar.gz", hash = "sha256:8f7e3b2c6e8714d0c0c542a2109b83a7549f63b7113a133ab2763a89245ef2ef"},
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+    {file = "posthog-3.7.2.tar.gz", hash = "sha256:49e2bca912a20e5bf83e28ec199917a6d4e74188666c9c62f89c573bfbfe804d"},
 ]
 
 [package.dependencies]
@@ -5270,7 +5367,7 @@ six = ">=1.5"
 [package.extras]
 dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
 sentry = ["django", "sentry-sdk"]
-test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
+test = ["coverage", "django", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
 
 [[package]]
 name = "pre-commit"
@@ -5292,13 +5389,13 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "prettytable"
-version = "3.10.0"
+version = "3.12.0"
 description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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-    {file = "prettytable-3.10.0.tar.gz", hash = "sha256:9665594d137fb08a1117518c25551e0ede1687197cf353a4fdc78d27e1073568"},
+    {file = "prettytable-3.12.0-py3-none-any.whl", hash = "sha256:77ca0ad1c435b6e363d7e8623d7cc4fcf2cf15513bf77a1c1b2e814930ac57cc"},
+    {file = "prettytable-3.12.0.tar.gz", hash = "sha256:f04b3e1ba35747ac86e96ec33e3bb9748ce08e254dc2a1c6253945901beec804"},
 ]
 
 [package.dependencies]
@@ -5309,13 +5406,13 @@ tests = ["pytest", "pytest-cov", "pytest-lazy-fixtures"]
 
 [[package]]
 name = "prometheus-client"
-version = "0.20.0"
+version = "0.21.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "prometheus_client-0.21.0-py3-none-any.whl", hash = "sha256:4fa6b4dd0ac16d58bb587c04b1caae65b8c5043e85f778f42f5f632f6af2e166"},
+    {file = "prometheus_client-0.21.0.tar.gz", hash = "sha256:96c83c606b71ff2b0a433c98889d275f51ffec6c5e267de37c7a2b5c9aa9233e"},
 ]
 
 [package.extras]
@@ -5323,53 +5420,160 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.43"
+version = "3.0.48"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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+    {file = "prompt_toolkit-3.0.48.tar.gz", hash = "sha256:d6623ab0477a80df74e646bdbc93621143f5caf104206aa29294d53de1a03d90"},
 ]
 
 [package.dependencies]
 wcwidth = "*"
 
+[[package]]
+name = "propcache"
+version = "0.2.0"
+description = "Accelerated property cache"
+optional = false
+python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -5694,24 +5926,24 @@ PyYAML = "*"
 
 [[package]]
 name = "pypandoc"
-version = "1.13"
+version = "1.14"
 description = "Thin wrapper for pandoc."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
 name = "pyparsing"
-version = "3.1.2"
+version = "3.2.0"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
-python-versions = ">=3.6.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
@@ -5868,34 +6100,32 @@ files = [
 
 [[package]]
 name = "python-pptx"
-version = "0.6.23"
-description = "Generate and manipulate Open XML PowerPoint (.pptx) files"
+version = "1.0.2"
+description = "Create, read, and update PowerPoint 2007+ (.pptx) files."
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 lxml = ">=3.1.0"
 Pillow = ">=3.3.2"
+typing-extensions = ">=4.9.0"
 XlsxWriter = ">=0.5.7"
 
 [[package]]
 name = "python-socks"
-version = "2.4.4"
+version = "2.5.3"
 description = "Core proxy (SOCKS4, SOCKS5, HTTP tunneling) functionality for Python"
 optional = false
 python-versions = "*"
 files = [
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-[package.dependencies]
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 [package.dependencies]
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-ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
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+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==23.2.1)", "requests (>=2.31.0)"]
 
 [[package]]
 name = "referencing"
@@ -6303,90 +6514,105 @@ rpds-py = ">=0.7.0"
 
 [[package]]
 name = "regex"
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 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
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 [[package]]
@@ -6410,13 +6636,13 @@ dev = ["black", "mypy", "pytest", "responses", "ruff"]
 
 [[package]]
 name = "requests"
-version = "2.32.2"
+version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6488,13 +6714,13 @@ files = [
 
 [[package]]
 name = "rich"
-version = "13.7.1"
+version = "13.9.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -6520,110 +6746,101 @@ six = "*"
 
 [[package]]
 name = "rpds-py"
-version = "0.18.1"
+version = "0.21.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
-python-versions = ">=3.8"
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 typing-extensions = ">=4.6.0"
 
 [package.extras]
@@ -6976,7 +7217,7 @@ aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
 aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
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 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
@@ -6997,28 +7238,28 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
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-version = "24.0.1"
+version = "25.31.4"
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 python-versions = ">=3.7"
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-rs = ["sqlglotrs (==0.2.5)"]
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+rs = ["sqlglotrs (==0.2.14)"]
 
 [[package]]
 name = "sqlparse"
-version = "0.5.0"
+version = "0.5.2"
 description = "A non-validating SQL parser."
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
@@ -7046,13 +7287,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "streamlit"
-version = "1.35.0"
+version = "1.40.1"
 description = "A faster way to build and share data apps"
 optional = false
 python-versions = "!=3.9.7,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -7061,37 +7302,40 @@ blinker = ">=1.0.0,<2"
 cachetools = ">=4.0,<6"
 click = ">=7.0,<9"
 gitpython = ">=3.0.7,<3.1.19 || >3.1.19,<4"
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-protobuf = ">=3.20,<5"
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 pydeck = ">=0.8.0b4,<1"
 requests = ">=2.27,<3"
 rich = ">=10.14.0,<14"
-tenacity = ">=8.1.0,<9"
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 toml = ">=0.10.1,<2"
 tornado = ">=6.0.3,<7"
 typing-extensions = ">=4.3.0,<5"
-watchdog = {version = ">=2.1.5", markers = "platform_system != \"Darwin\""}
+watchdog = {version = ">=2.1.5,<7", markers = "platform_system != \"Darwin\""}
 
 [package.extras]
-snowflake = ["snowflake-connector-python (>=2.8.0)", "snowflake-snowpark-python (>=0.9.0)"]
+snowflake = ["snowflake-connector-python (>=2.8.0)", "snowflake-snowpark-python[modin] (>=1.17.0)"]
 
 [[package]]
 name = "sympy"
-version = "1.12"
+version = "1.13.1"
 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
-mpmath = ">=0.19"
+mpmath = ">=1.1.0,<1.4"
+
+[package.extras]
+dev = ["hypothesis (>=6.70.0)", "pytest (>=7.1.0)"]
 
 [[package]]
 name = "tabulate"
@@ -7107,28 +7351,15 @@ files = [
 [package.extras]
 widechars = ["wcwidth"]
 
-[[package]]
-name = "tbb"
-version = "2021.12.0"
-description = "Intel® oneAPI Threading Building Blocks (oneTBB)"
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-
 [[package]]
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+version = "8.5.0"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -7137,13 +7368,13 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "termcolor"
-version = "2.4.0"
+version = "2.5.0"
 description = "ANSI color formatting for output in terminal"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 [package.extras]
@@ -7172,40 +7403,47 @@ typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
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 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
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 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -7217,13 +7455,13 @@ blobfile = ["blobfile (>=2)"]
 
 [[package]]
 name = "tinycss2"
-version = "1.3.0"
+version = "1.4.0"
 description = "A tiny CSS parser"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -7300,120 +7538,90 @@ files = [
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
+version = "2.1.0"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
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 files = [
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 ]
 
 [[package]]
 name = "tomli-w"
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 description = "A lil' TOML writer"
 optional = false
-python-versions = ">=3.7"
-files = [
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-
-[[package]]
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-optional = false
-python-versions = ">=3.7"
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 ]
 
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 python-versions = ">=3.8.0"
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 [package.dependencies]
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 fsspec = "*"
 jinja2 = "*"
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 networkx = "*"
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-nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
-sympy = "*"
-triton = {version = "2.3.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.12\""}
+sympy = {version = "1.13.1", markers = "python_version >= \"3.9\""}
 typing-extensions = ">=4.8.0"
 
 [package.extras]
 opt-einsum = ["opt-einsum (>=3.3)"]
-optree = ["optree (>=0.9.1)"]
+optree = ["optree (>=0.12.0)"]
+
+[package.source]
+type = "legacy"
+url = "https://download.pytorch.org/whl/cpu"
+reference = "pytorch_cpu"
 
 [[package]]
 name = "tornado"
-version = "6.4"
+version = "6.4.1"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.8"
 files = [
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+    {file = "tornado-6.4.1.tar.gz", hash = "sha256:92d3ab53183d8c50f8204a51e6f91d18a15d5ef261e84d452800d4ff6fc504e9"},
 ]
 
 [[package]]
 name = "tqdm"
-version = "4.66.4"
+version = "4.67.0"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
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+    {file = "tqdm-4.67.0-py3-none-any.whl", hash = "sha256:0cd8af9d56911acab92182e88d763100d4788bdf421d251616040cc4d44863be"},
+    {file = "tqdm-4.67.0.tar.gz", hash = "sha256:fe5a6f95e6fe0b9755e9469b77b9c3cf850048224ecaa8293d7d2d31f97d869a"},
 ]
 
 [package.dependencies]
@@ -7421,6 +7629,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
 dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
@@ -7510,113 +7719,111 @@ video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow (<10.0.0)"]
 
 [[package]]
-name = "triton"
-version = "2.3.0"
-description = "A language and compiler for custom Deep Learning operations"
+name = "typeapi"
+version = "2.2.3"
+description = ""
 optional = false
-python-versions = "*"
+python-versions = "<4.0,>=3.8"
 files = [
-    {file = "triton-2.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ce4b8ff70c48e47274c66f269cce8861cf1dc347ceeb7a67414ca151b1822d8"},
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-    {file = "triton-2.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d8f636e0341ac348899a47a057c3daea99ea7db31528a225a3ba4ded28ccc65"},
+    {file = "typeapi-2.2.3-py3-none-any.whl", hash = "sha256:038062b473dd9bc182966469d7a37d81ba7fa5bb0c01f30b0604b5667b13a47b"},
+    {file = "typeapi-2.2.3.tar.gz", hash = "sha256:61cf8c852c05471522fcf55ec37d0c37f0de6943cc8e4d58529f796881e32c08"},
 ]
 
 [package.dependencies]
-filelock = "*"
-
-[package.extras]
-build = ["cmake (>=3.20)", "lit"]
-tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)", "torch"]
-tutorials = ["matplotlib", "pandas", "tabulate", "torch"]
+typing-extensions = ">=3.0.0"
 
 [[package]]
-name = "typeapi"
-version = "2.2.1"
-description = ""
+name = "typeguard"
+version = "4.4.1"
+description = "Run-time type checker for Python"
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = ">=3.9"
 files = [
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+    {file = "typeguard-4.4.1-py3-none-any.whl", hash = "sha256:9324ec07a27ec67fc54a9c063020ca4c0ae6abad5e9f0f9804ca59aee68c6e21"},
+    {file = "typeguard-4.4.1.tar.gz", hash = "sha256:0d22a89d00b453b47c49875f42b6601b961757541a2e1e0ef517b6e24213c21b"},
 ]
 
 [package.dependencies]
-typing-extensions = ">=3.0.0"
+typing-extensions = ">=4.10.0"
+
+[package.extras]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.3.0)"]
+test = ["coverage[toml] (>=7)", "mypy (>=1.2.0)", "pytest (>=7)"]
 
 [[package]]
-name = "typeguard"
-version = "4.2.1"
-description = "Run-time type checker for Python"
+name = "typer"
+version = "0.9.4"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.6"
 files = [
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-    {file = "typeguard-4.2.1.tar.gz", hash = "sha256:c556a1b95948230510070ca53fa0341fb0964611bd05d598d87fb52115d65fee"},
+    {file = "typer-0.9.4-py3-none-any.whl", hash = "sha256:aa6c4a4e2329d868b80ecbaf16f807f2b54e192209d7ac9dd42691d63f7a54eb"},
+    {file = "typer-0.9.4.tar.gz", hash = "sha256:f714c2d90afae3a7929fcd72a3abb08df305e1ff61719381384211c4070af57f"},
 ]
 
 [package.dependencies]
-typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""}
+click = ">=7.1.1,<9.0.0"
+typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)"]
-test = ["coverage[toml] (>=7)", "mypy (>=1.2.0)", "pytest (>=7)"]
+all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
+doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
+test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.971)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 
 [[package]]
 name = "types-pillow"
-version = "10.2.0.20240520"
+version = "10.2.0.20240822"
 description = "Typing stubs for Pillow"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.9.0.20240316"
+version = "2.9.0.20241003"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "types-pytz"
-version = "2024.1.0.20240417"
+version = "2024.2.0.20241003"
 description = "Typing stubs for pytz"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20240311"
+version = "6.0.12.20240917"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "types-requests"
-version = "2.32.0.20240523"
+version = "2.32.0.20241016"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "types-requests-2.32.0.20241016.tar.gz", hash = "sha256:0d9cad2f27515d0e3e3da7134a1b6f28fb97129d86b867f24d9c726452634d95"},
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 ]
 
 [package.dependencies]
@@ -7624,24 +7831,27 @@ urllib3 = ">=2"
 
 [[package]]
 name = "types-tqdm"
-version = "4.66.0.20240417"
+version = "4.67.0.20241119"
 description = "Typing stubs for tqdm"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
+[package.dependencies]
+types-requests = "*"
+
 [[package]]
 name = "typing-extensions"
-version = "4.12.0"
+version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -7661,13 +7871,13 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "tzdata"
-version = "2024.1"
+version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
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-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
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+    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
 ]
 
 [[package]]
@@ -7748,13 +7958,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.2.1"
+version = "2.2.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
+    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
 ]
 
 [package.extras]
@@ -7765,13 +7975,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.26.2"
+version = "20.27.1"
 description = "Virtual Python Environment builder"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "virtualenv-20.27.1-py3-none-any.whl", hash = "sha256:f11f1b8a29525562925f745563bfd48b189450f61fb34c4f9cc79dd5aa32a1f4"},
+    {file = "virtualenv-20.27.1.tar.gz", hash = "sha256:142c6be10212543b32c6c45d3d3893dff89112cc588b7d0879ae5a1ec03a47ba"},
 ]
 
 [package.dependencies]
@@ -7785,43 +7995,41 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 
 [[package]]
 name = "watchdog"
-version = "4.0.1"
+version = "6.0.0"
 description = "Filesystem events monitoring"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "yarl-1.17.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:bc3003710e335e3f842ae3fd78efa55f11a863a89a72e9a07da214db3bf7e1f8"},
+    {file = "yarl-1.17.2-cp39-cp39-win32.whl", hash = "sha256:f5ffc6b7ace5b22d9e73b2a4c7305740a339fbd55301d52735f73e21d9eb3130"},
+    {file = "yarl-1.17.2-cp39-cp39-win_amd64.whl", hash = "sha256:48e424347a45568413deec6f6ee2d720de2cc0385019bedf44cd93e8638aa0ed"},
+    {file = "yarl-1.17.2-py3-none-any.whl", hash = "sha256:dd7abf4f717e33b7487121faf23560b3a50924f80e4bef62b22dab441ded8f3b"},
+    {file = "yarl-1.17.2.tar.gz", hash = "sha256:753eaaa0c7195244c84b5cc159dc8204b7fd99f716f11198f999f2332a86b178"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
+propcache = ">=0.2.0"
 
 [[package]]
 name = "yival"
@@ -8269,7 +8497,7 @@ google-auth-oauthlib = "1.0.0"
 hydra-core = "^1.3.2"
 inquirer = "^3.1.3"
 langchain = "^0.0.275"
-litellm = "^1.19.4"
+litellm = "^1.52"
 numpy = "^1.25.2"
 omegaconf = "^2.3.0"
 openai = "^1.10.0"
@@ -8289,7 +8517,7 @@ rouge = "^1.0.1"
 streamlit = "^1.27.2"
 tabulate = "0.9.0"
 tenacity = "^8.2.3"
-tiktoken = "^0.4.0"
+tiktoken = "^0.7.0"
 torch = ">=2.0.0, !=2.0.1, !=2.1.0"
 tqdm = "^4.65.0"
 transformers = "^4.33.0"
@@ -8306,24 +8534,28 @@ trainers = ["bitsandbytes (>=0.41.1,<0.42.0)", "peft (>=0.5.0,<0.6.0)", "scipy (
 type = "git"
 url = "https://github.com/Gapminder/YiVal.git"
 reference = "gapminder-ai"
-resolved_reference = "f47b40c584539e7f55556ae2c358431665d49e05"
+resolved_reference = "0c6095f0ca5a060ea5523016d506776de6860226"
 
 [[package]]
 name = "zipp"
-version = "3.18.2"
+version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "zipp-3.18.2-py3-none-any.whl", hash = "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"},
-    {file = "zipp-3.18.2.tar.gz", hash = "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059"},
+    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11,<3.12"
-content-hash = "8cbe88a4b02690ac4d5229f2716eb6a4bd0ebe97c8db4672ce37640081cfd572"
+content-hash = "efff3a57d71a1f1187ef92a87386db2fff8e58ffc235b71a39abdb8e4a64cd41"
diff --git a/automation-api/pyproject.toml b/automation-api/pyproject.toml
index cc210e5..e33d7cc 100644
--- a/automation-api/pyproject.toml
+++ b/automation-api/pyproject.toml
@@ -70,6 +70,7 @@ duckdb = "^0.10.2"
 duckdb-engine = "^0.12.0"
 jupysql = "^0.10.10"
 anthropic = {extras = ["vertex"], version = "^0.25.9"}
+fireworks-ai = "^0.15.1"
 
 
 
@@ -85,6 +86,11 @@ ipykernel = "^6.6.0"
 jupytext = "^1.14.4"
 pytest-mock = "^3.6.1"
 
+[[tool.poetry.source]]
+name = "pytorch_cpu"
+url = "https://download.pytorch.org/whl/cpu"
+priority = "explicit"
+
 [build-system]
 requires = ["poetry-core>=1.0.0"]
 build-backend = "poetry.core.masonry.api"
diff --git a/automation-api/yival_experiments/custom_configuration/claude_evaluator.py b/automation-api/yival_experiments/custom_configuration/claude_evaluator.py
new file mode 100644
index 0000000..a191ea6
--- /dev/null
+++ b/automation-api/yival_experiments/custom_configuration/claude_evaluator.py
@@ -0,0 +1,125 @@
+"""
+ClaudeEvaluator is an evaluator that uses Anthropic's Claude model for evaluations.
+
+The evaluator interfaces with Claude via litellm to present tasks and interpret
+the model's responses to determine the quality or correctness of a given
+experiment result.
+"""
+import copy
+import logging
+
+import litellm
+from claude_evaluator_config import ClaudeEvaluatorConfig
+from evaluator_common import (
+    CLASSIFY_STR,
+    calculate_choice_score,
+    choices_to_string,
+    completion_with_backpff,
+    extract_choice_from_response,
+    format_template,
+)
+from yival.evaluators.base_evaluator import BaseEvaluator
+from yival.schemas.evaluator_config import (
+    EvaluatorOutput,
+    EvaluatorType,
+    MethodCalculationMethod,
+    MetricCalculatorConfig,
+)
+from yival.schemas.experiment_config import (
+    ExperimentResult,
+    InputData,
+    MultimodalOutput,
+)
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+
+class ClaudeEvaluator(BaseEvaluator):
+    """Evaluator using Claude for evaluation."""
+
+    default_config = ClaudeEvaluatorConfig(name="claude_evaluator")  # type: ignore
+
+    def __init__(self, config: ClaudeEvaluatorConfig):
+        super().__init__(config)
+        self.config = config
+
+    def evaluate(self, experiment_result: ExperimentResult) -> EvaluatorOutput:
+        """Evaluate the experiment result using Claude."""
+        format_dict = copy.deepcopy(experiment_result.input_data.content)
+        format_dict["raw_output"] = experiment_result.raw_output.text_output
+
+        prompt = format_template(self.config.prompt, format_dict)
+        if isinstance(prompt, str):
+            prompt = [{"role": "user", "content": prompt}]
+
+        prompt[-1]["content"] += "\n\n" + CLASSIFY_STR.format(
+            choices=choices_to_string(self.config.choices)
+        )
+        response = completion_with_backpff(
+            model=self.config.model_name,
+            messages=prompt,
+            temperature=0.0,
+            n=1,
+            max_tokens=2000,
+            request_timeout=60,
+            caching=True,
+        )
+        response_content = response["choices"][0]["message"]["content"]
+        choice = extract_choice_from_response(response_content, self.config.choices)
+        score = calculate_choice_score(choice, self.config.choice_scores)
+        return EvaluatorOutput(
+            name=self.config.name,
+            result=score if score is not None else choice,
+            display_name=self.config.display_name,
+            metric_calculators=self.config.metric_calculators,
+        )
+
+
+BaseEvaluator.register_evaluator(
+    "claude_evaluator", ClaudeEvaluator, ClaudeEvaluatorConfig
+)
+
+
+def main():
+    """Main function to test the ClaudeEvaluator."""
+    from example_evaluator_data import (
+        choice_scores,
+        choices,
+        content,
+        prompt,
+        raw_output,
+    )
+
+    litellm.set_verbose = True
+
+    evaluator_config = ClaudeEvaluatorConfig(
+        name="claude_evaluator",
+        display_name="correctness test",
+        metric_calculators=[
+            MetricCalculatorConfig(
+                MethodCalculationMethod(MethodCalculationMethod.AVERAGE)
+            )
+        ],
+        prompt=prompt,
+        choices=choices,
+        evaluator_type=EvaluatorType.INDIVIDUAL,
+        choice_scores=choice_scores,
+    )
+    input_data_example = InputData(content=content)
+
+    experiment_result_example = ExperimentResult(
+        input_data=input_data_example,
+        combination={"wrapper1": "var1", "wrapper2": "var2"},
+        raw_output=MultimodalOutput(text_output=raw_output),
+        latency=150.0,
+        token_usage=50,
+    )
+
+    evaluator = ClaudeEvaluator(evaluator_config)
+    result = evaluator.evaluate(experiment_result_example)
+    print("Result: ", result.result)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/automation-api/yival_experiments/custom_configuration/claude_evaluator_config.py b/automation-api/yival_experiments/custom_configuration/claude_evaluator_config.py
new file mode 100644
index 0000000..4290163
--- /dev/null
+++ b/automation-api/yival_experiments/custom_configuration/claude_evaluator_config.py
@@ -0,0 +1,18 @@
+from dataclasses import asdict, dataclass, field
+from typing import Any, Dict, List, Optional, Union
+
+from yival.schemas.evaluator_config import EvaluatorConfig, EvaluatorType
+
+
+@dataclass
+class ClaudeEvaluatorConfig(EvaluatorConfig):
+    evaluator_type: EvaluatorType = EvaluatorType.INDIVIDUAL
+    prompt: Union[str, List[Dict[str, str]]] = ""
+    choices: List[str] = field(default_factory=list)
+    model_name: str = "claude-3-5-sonnet-20241022"
+    description: str = "This is an evaluator that uses Anthropic's Claude model."
+    scale_description: str = "0-4"
+    choice_scores: Optional[Dict[str, float]] = None
+
+    def asdict(self) -> Dict[str, Any]:
+        return asdict(self)
diff --git a/automation-api/yival_experiments/custom_configuration/gpt4_evaluator.py b/automation-api/yival_experiments/custom_configuration/gpt4_evaluator.py
index af6a8a9..329c270 100644
--- a/automation-api/yival_experiments/custom_configuration/gpt4_evaluator.py
+++ b/automation-api/yival_experiments/custom_configuration/gpt4_evaluator.py
@@ -47,7 +47,6 @@ def __init__(self, config: GPT4EvaluatorConfig):
 
     def evaluate(self, experiment_result: ExperimentResult) -> EvaluatorOutput:
         """Evaluate the experiment result using OpenAI's prompt-based evaluation."""
-        assert isinstance(self.config, GPT4EvaluatorConfig)
         format_dict = copy.deepcopy(experiment_result.input_data.content)
         format_dict["raw_output"] = experiment_result.raw_output.text_output
 
diff --git a/automation-api/yival_experiments/custom_configuration/llama3_evaluator_config.py b/automation-api/yival_experiments/custom_configuration/llama3_evaluator_config.py
index e0eca75..5a73392 100644
--- a/automation-api/yival_experiments/custom_configuration/llama3_evaluator_config.py
+++ b/automation-api/yival_experiments/custom_configuration/llama3_evaluator_config.py
@@ -9,7 +9,7 @@ class Llama3EvaluatorConfig(EvaluatorConfig):
     evaluator_type: EvaluatorType = EvaluatorType.INDIVIDUAL
     prompt: Union[str, List[Dict[str, str]]] = ""
     choices: List[str] = field(default_factory=list)
-    model_name: str = "replicate/meta/meta-llama-3-70b-instruct"
+    model_name: str = "fireworks_ai/accounts/fireworks/models/llama-v3p1-405b-instruct"
     description: str = "This is the description of the evaluator."
     scale_description: str = "0-4"
     choice_scores: Optional[Dict[str, float]] = None
diff --git a/automation-api/yival_experiments/custom_configuration/llms/palm_completion.py b/automation-api/yival_experiments/custom_configuration/llms/palm_completion.py
index 981466c..9ae82ec 100644
--- a/automation-api/yival_experiments/custom_configuration/llms/palm_completion.py
+++ b/automation-api/yival_experiments/custom_configuration/llms/palm_completion.py
@@ -1,18 +1,18 @@
 safety_settings = [
     {
         "category": "HARM_CATEGORY_HARASSMENT",
-        "threshold": "BLOCK_NONE",
+        "threshold": "BLOCK_ONLY_HIGH",
     },
     {
         "category": "HARM_CATEGORY_HATE_SPEECH",
-        "threshold": "BLOCK_NONE",
+        "threshold": "BLOCK_ONLY_HIGH",
     },
     {
         "category": "HARM_CATEGORY_SEXUALLY_EXPLICIT",
-        "threshold": "BLOCK_NONE",
+        "threshold": "BLOCK_ONLY_HIGH",
     },
     {
         "category": "HARM_CATEGORY_DANGEROUS_CONTENT",
-        "threshold": "BLOCK_NONE",
+        "threshold": "BLOCK_ONLY_HIGH",
     },
 ]
diff --git a/automation-api/yival_experiments/custom_configuration/model_compare.py b/automation-api/yival_experiments/custom_configuration/model_compare.py
index d6b96bc..bda2611 100644
--- a/automation-api/yival_experiments/custom_configuration/model_compare.py
+++ b/automation-api/yival_experiments/custom_configuration/model_compare.py
@@ -12,9 +12,6 @@
 
 # load env vars
 from lib.config import read_config
-from yival_experiments.custom_configuration.llms.alibaba_complete import (
-    llm_complete as alibaba_llm_complete,
-)
 from yival_experiments.custom_configuration.llms.palm_completion import safety_settings
 
 read_config()
@@ -26,26 +23,31 @@
 #     vendor="OpenAI"
 # )
 # default_model_config = dict(
-#     model_id="vertex_ai/gemini-1.5-pro-preview-0409",
+#     model_id="vertex_ai/gemini-pro-experimental",
 #     params={"temperature": 0.5},
 #     vendor="Google",
 # )
+# default_model_config = dict(
+#     model_id="vertex_ai/claude-3-opus@20240229",
+#     params={"temperature": 0.5},
+#     vendor="Anthropic",
+# )
+# default_model_config = dict(
+#     model_id="replicate/meta/meta-llama-3-70b-instruct",
+#     params={"temperature": 0.5},
+#     vendor="Meta",
+# )
 default_model_config = dict(
-    model_id="vertex_ai/claude-3-opus@20240229",
-    params={"temperature": 0.5},
-    vendor="Anthropic",
-)
-default_model_config = dict(
-    model_id="replicate/meta/meta-llama-3-70b-instruct",
-    params={"temperature": 0.5},
-    vendor="Meta",
+    model_id="qwen-max", params={"temperature": 0.5}, vendor="Alibaba"
 )
 # set this to see verbose outputs
 litellm.set_verbose = True
 # enable caching in the evaluator.
 # litellm.cache = litellm.Cache()
 # to not use Redis for caching: uncomment the line above and comment the line below.
-litellm.cache = litellm.Cache(type="redis", host="127.0.0.1", port=26379)
+litellm.cache = litellm.Cache(
+    type="redis", host="127.0.0.1", port=26379, ttl=60 * 24 * 3600
+)
 
 
 def model_compare(
@@ -96,10 +98,10 @@ def model_compare(
     litellm_params = dict(
         model=model["model_id"],
         messages=litellm_messages,
-        caching=False,
+        caching=True,
         num_retries=10,
         request_timeout=60,
-        **model["params"]
+        **model["params"],
     )
     if model["vendor"] == "Google":
         # choose a vertex project location
@@ -109,23 +111,16 @@ def model_compare(
         # google allows changing content filters. We will disable all
         litellm_params["safety_settings"] = safety_settings
     elif model["vendor"] == "Anthropic":
-        if "opus" in model["model_id"]:
-            # there is only one location where claude Opus is available.
-            litellm.vertex_location = "us-east5"
-        else:
-            litellm.vertex_location = "us-central1"
-
+        # all Anthropic models are abailable in us-east5
+        litellm.vertex_location = "us-east5"
+    elif model["vendor"] == "Alibaba":
+        # Alibaba has openai compatible endpoints
+        litellm_params["model"] = f"openai/{litellm_params['model']}"
+        litellm_params["api_key"] = os.getenv("DASHSCOPE_API_KEY")
+        litellm_params["api_base"] = "https://dashscope.aliyuncs.com/compatible-mode/v1"
     try:
-        if model["vendor"] == "Alibaba":
-            # FIXME: alibaba's complete function doesn't support system prompt.
-            output = alibaba_llm_complete(
-                model_name=model["model_id"], prompt=prompt, **model["params"]
-            )
-            response = Response(output=output).output
-            response_text = response["choices"][0]["message"]["content"]
-        else:
-            response = Response(output=completion(**litellm_params)).output
-            response_text = response["choices"][0]["message"]["content"]
+        response = Response(output=completion(**litellm_params)).output
+        response_text = response["choices"][0]["message"]["content"]
     except KeyboardInterrupt:
         raise
     except Exception as e:
diff --git a/automation-api/yival_experiments/custom_configuration/simple_evaluator.py b/automation-api/yival_experiments/custom_configuration/simple_evaluator.py
new file mode 100644
index 0000000..9312b65
--- /dev/null
+++ b/automation-api/yival_experiments/custom_configuration/simple_evaluator.py
@@ -0,0 +1,171 @@
+"""
+This module defines the SimpleEvaluator class, which is used for
+evaluating string expected results.
+
+Classes:
+    SimpleEvaluator: Class for evaluating string expected
+    results.
+
+"""
+
+import logging
+
+from fuzzywuzzy import fuzz
+from pydantic import BaseModel
+from simple_evaluator_config import SimpleEvaluatorConfig
+from yival.evaluators.base_evaluator import BaseEvaluator
+from yival.schemas.evaluator_config import (
+    EvaluatorOutput,
+    ExpectedResultEvaluatorConfig,
+)
+from yival.schemas.experiment_config import ExperimentResult
+
+logger = logging.getLogger("test")
+
+
+# FIXME: move this class to the lib module.
+class ExperimentInput(BaseModel):
+    question_id: str
+    question_text: str
+    language: str
+    option_a: str
+    option_a_correctness: str
+    option_b: str
+    option_b_correctness: str
+    option_c: str
+    option_c_correctness: str
+
+    class Config:
+        population_by_name = True
+
+
+def get_answers_dict(x: ExperimentInput) -> dict:
+    mapping = {"Correct": 1, "Wrong": 2, "Very Wrong": 3}
+    tpl = list(
+        zip(
+            [x.option_a, x.option_b, x.option_c],
+            [x.option_a_correctness, x.option_b_correctness, x.option_c_correctness],
+        )
+    )
+    tpl.sort(key=lambda x: mapping[x[1]])
+    return {
+        "correct_answer": tpl[0][0],
+        "wrong_answer": tpl[1][0],
+        "very_wrong_answer": tpl[2][0],
+    }
+
+
+def evaluate_text(input_string, correct_answer, wrong_answer, very_wrong_answer):
+    """Grade the result by fuzzy matching the answers."""
+    # Set a threshold for fuzzy matching
+    threshold = 95
+
+    # Function to check if a string contains an answer
+    def contains_answer(text, answer):
+        return fuzz.partial_ratio(text.lower(), answer.lower()) >= threshold
+
+    # Check for each answer type
+    has_correct = contains_answer(input_string, correct_answer)
+    has_wrong = contains_answer(input_string, wrong_answer)
+    has_very_wrong = contains_answer(input_string, very_wrong_answer)
+
+    # Count how many answer types are present
+    answer_count = sum([has_correct, has_wrong, has_very_wrong])
+
+    # Evaluate based on the conditions
+    if answer_count == 1:
+        if has_correct:
+            return 3
+        elif has_wrong:
+            return 2
+        elif has_very_wrong:
+            return 1
+
+    # Return 0 if no answers or multiple answers are present
+    return 0
+
+
+class SimpleEvaluator(BaseEvaluator):
+    """
+    Class for evaluating string expected results.
+
+    This class extends the BaseEvaluator and provides specific implementation
+    for evaluating string expected results using different matching techniques.
+
+    Attributes:
+        config (ExpectedResultEvaluatorConfig): Configuration object for the
+                                                evaluator.
+
+    """
+
+    default_config = SimpleEvaluatorConfig(name="simple_evaluator")
+
+    def __init__(self, config: SimpleEvaluatorConfig):
+        """
+        Initialize the SimpleEvaluator with the provided
+        configuration.
+
+        Args:
+            config (ExpectedResultEvaluatorConfig): Configuration object for
+            the evaluator.
+
+        """
+        super().__init__(config)
+        self.config: SimpleEvaluatorConfig = config
+
+    def evaluate(self, experiment_result: ExperimentResult) -> EvaluatorOutput:
+        """
+        Evaluate the expected result against the actual result using the
+        specified matching technique.
+
+        Returns:
+            EvaluatorOutput: An EvaluatorOutput object containing the
+            evaluation result.
+
+        """
+        input_data = ExperimentInput(**experiment_result.input_data.content)
+        raw_output = experiment_result.raw_output.text_output
+        answer_dict = get_answers_dict(input_data)
+        result = evaluate_text(raw_output, **answer_dict)
+        return EvaluatorOutput(
+            name=self.config.name,
+            display_name="matching",
+            result=result,
+            metric_calculators=self.config.metric_calculators,
+        )
+
+
+BaseEvaluator.register_evaluator(
+    "simple_evaluator", SimpleEvaluator, ExpectedResultEvaluatorConfig
+)
+
+
+def main():
+
+    from example_evaluator_data import (
+        content,
+        raw_output,
+    )
+    from yival.schemas.experiment_config import (
+        ExperimentResult,
+        InputData,
+        MultimodalOutput,
+    )
+
+    input_data_example = InputData(content=content)
+    experiment_result_example = ExperimentResult(
+        input_data=input_data_example,
+        combination={"wrapper1": "var1"},
+        raw_output=MultimodalOutput(text_output=raw_output),
+        latency=150.0,
+        token_usage=40,
+    )
+
+    evaluator_config = SimpleEvaluatorConfig(name="simple_evaluator")
+    evaluator = SimpleEvaluator(evaluator_config)
+    result = evaluator.evaluate(experiment_result_example)
+    print("Result: ", result.result)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/automation-api/yival_experiments/custom_configuration/simple_evaluator_config.py b/automation-api/yival_experiments/custom_configuration/simple_evaluator_config.py
new file mode 100644
index 0000000..fb6050c
--- /dev/null
+++ b/automation-api/yival_experiments/custom_configuration/simple_evaluator_config.py
@@ -0,0 +1,14 @@
+from dataclasses import asdict, dataclass
+from typing import Any, Dict
+
+from yival.schemas.evaluator_config import EvaluatorConfig, EvaluatorType
+
+
+@dataclass
+class SimpleEvaluatorConfig(EvaluatorConfig):
+    evaluator_type: EvaluatorType = EvaluatorType.INDIVIDUAL
+    description: str = "This is the description of the evaluator."
+    scale_description: str = "0-4"
+
+    def asdict(self) -> Dict[str, Any]:
+        return asdict(self)
diff --git a/automation-api/yival_experiments/custom_configuration/vertex_ai_evaluator.py b/automation-api/yival_experiments/custom_configuration/vertex_ai_evaluator.py
index b2b6f94..29bf3e9 100644
--- a/automation-api/yival_experiments/custom_configuration/vertex_ai_evaluator.py
+++ b/automation-api/yival_experiments/custom_configuration/vertex_ai_evaluator.py
@@ -36,9 +36,6 @@
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 
-# because claude opus is only available in one location, we will hard code it here.
-VERTEX_LOCATION = "us-east5"
-
 
 class VertexAIEvaluator(BaseEvaluator):
     """Evaluator using VertexAI's prompt-based evaluation."""
@@ -48,6 +45,10 @@ class VertexAIEvaluator(BaseEvaluator):
     def __init__(self, config: VertexAIEvaluatorConfig):
         super().__init__(config)
         self.config = config
+        if "claude" in self.config.model_name:
+            self.vertex_location = "us-east5"
+        else:
+            self.vertex_location = "us-central1"
 
     def evaluate(self, experiment_result: ExperimentResult) -> EvaluatorOutput:
         """Evaluate the experiment result using Vertex AI's prompt-based evaluation."""
@@ -70,7 +71,7 @@ def evaluate(self, experiment_result: ExperimentResult) -> EvaluatorOutput:
             max_tokens=2000,
             request_timeout=60,
             caching=True,
-            vertex_ai_location=VERTEX_LOCATION,
+            vertex_ai_location=self.vertex_location,
             vertex_ai_project=os.environ["VERTEXAI_PROJECT"],
         )
         # response = openai.ChatCompletion.create(
@@ -114,6 +115,7 @@ def main():
                 MethodCalculationMethod(MethodCalculationMethod.AVERAGE)
             )
         ],
+        model_name="vertex_ai/gemini-pro-experimental",
         prompt=prompt,
         choices=choices,
         evaluator_type=EvaluatorType.INDIVIDUAL,
diff --git a/automation-api/yival_experiments/data/questions_en-US.csv b/automation-api/yival_experiments/data/questions_en-US.csv
index bdac936..83892e3 100644
--- a/automation-api/yival_experiments/data/questions_en-US.csv
+++ b/automation-api/yival_experiments/data/questions_en-US.csv
@@ -1,114 +1,188 @@
 question_id,question_text,language,option_a,option_a_correctness,option_b,option_b_correctness,option_c,option_c_correctness,correct_answer
-40,"Worldwide, what share of seats in national parliaments are held by women today?",en-US,Around 5%,Very Wrong,Around 15%,Wrong,Around 25%,Correct,Around 25%
-60,How many people in the world have a mobile phone subscription?,en-US,Close to 70%,Correct,Close to 80%,Wrong,Close to 90%,Very Wrong,Close to 70%
+80,"Since 1990, roughly 2.5 million people were made temporarily homeless in Europe due to natural disasters. The number for Asia during the same period was...",en-US,Roughly the same,Very Wrong,4 times more,Wrong,40 times more,Correct,40 times more
+106,How many people in the world feel safe walking alone at night where they live?,en-US,Less than 30%,Very Wrong,Around 45%,Wrong,More than 60%,Correct,More than 60%
+14,What share of all plastic waste in the world ends up in the oceans?,en-US,Less than 1%,Correct,Around 36%,Wrong,More than 66%,Very Wrong,Less than 1%
+1632,"Globally, what share of deaths is caused by overweight and obesity?",en-US,Less than 10%,Correct,Around 25%,Wrong,Around 40%,Very Wrong,Less than 10%
+1543,"In 2023, how many companies in Africa had revenues of more than 1 billion US Dollars?",en-US,Around 80,Very Wrong,Around 210,Wrong,Around 340,Correct,Around 340
 1,What happened to the global suicide rate in the last 20 years?,en-US,Decreased about 25%,Correct,Stayed about the same,Wrong,Increased about 25%,Very Wrong,Decreased about 25%
+1757,"In 2023, the number of children who died before age five was around 4% worldwide. What was this number back in 1900?",en-US,Around 14%,Very Wrong,Around 20%,Wrong,Around 40%,Correct,Around 40%
+1745,"During the 1990s, the total damage caused by natural disasters was about 0.25% of total world income (GDP). During the last 10 years, that number was…",en-US,Roughly the same,Correct,Two times higher,Wrong,Four times higher,Very Wrong,Roughly the same
+50,How many people in the world have some access to electricity?,en-US,Around 30%,Very Wrong,Around 60%,Wrong,Around 90%,Correct,Around 90%
+25,"For every 100kg of food produced in the world, how much is transported to a different country?",en-US,17kg,Correct,37kg,Wrong,57kg,Very Wrong,17kg
+42,"Up to 1990, 22 countries in the world had been led by a female head of state or government. What is that number today?",en-US,39,Very Wrong,59,Wrong,89,Correct,89
+1391,How many countries have made cooperation agreements with China's Belt and Road Initiative?,en-US,Around 40,Very Wrong,Around 80,Wrong,Around 140,Correct,Around 140
+1517,Child deaths in Africa today are at the same levels as in Europe in:,en-US,1850,Very Wrong,1900,Wrong,1950,Correct,1950
+59,During the past 40 years the total amount of oil and natural gas in known underground reserves:,en-US,Reduced to less than half,Very Wrong,Remained about the same,Wrong,More than doubled,Correct,More than doubled
+1589,"In 1990, 39% of the global labour force was female. What is this value today?",en-US,Around 39%,Correct,Around 42%,Wrong,Around 46%,Very Wrong,Around 39%
+11,"In 1990, 58% of the world's population lived in low-income countries. What is the share today?",en-US,Around 9%,Correct,Around 37%,Wrong,Around 61%,Very Wrong,Around 9%
+1755,"Of all girls aged 6 to 11 in the world, how many go to school?",en-US,Less than 30%,Very Wrong,Around 60%,Wrong,Around 90%,Correct,Around 90%
+1528,"How many people worldwide have their basic needs met when it comes to food, water, toilets, electricity, schooling and healthcare?",en-US,Around 25%,Very Wrong,Around 55%,Wrong,Around 85%,Correct,Around 85%
+58,What happened to the total amount of raw materials used across the world annually since 2000?,en-US,Stayed about the same,Very Wrong,Increased about 35%,Wrong,Increased about 70%,Correct,Increased about 70%
+32,In which countries are people on average least satisfied with their lives?,en-US,Low-income countries,Correct,Middle-income countries,Wrong,High-income countries,Very Wrong,Low-income countries
+15,What share of the world's population are international refugees?,en-US,Around 0.6%,Correct,Around 6%,Wrong,Around 16%,Very Wrong,Around 0.6%
+1498,"For all vertebrate species (animals with skeletons), how much did their wild populations decline on average during the past 50 years?",en-US,Around 10% decline,Very Wrong,Around 40% decline,Wrong,Around 70% decline,Correct,Around 70% decline
+10,How many companies in the world have a woman as top manager or CEO?,en-US,Around 2%,Very Wrong,Around 10%,Wrong,Around 18%,Correct,Around 18%
+72,"In 1990, 3% of the world’s population lived in a different country than where they were born. What is that share today?",en-US,4%,Correct,14%,Wrong,24%,Very Wrong,4%
+97,What group of animals has the highest share of threatened species?,en-US,Birds,Wrong,Mammals,Very Wrong,Amphibians,Correct,Amphibians
+1521,"When biologists started counting fish in the oceans in 1950, around 1% of existing fish stocks were overexploited. By 2019 this share was...",en-US,...around 5%,Very Wrong,...around 20%,Wrong,...more than 35%,Correct,...more than 35%
+1717,"Countries with incomes like India, Morocco and Bolivia, emit how much CO2 per person, compared to high-income countries?",en-US,80% less,Correct,40% less,Wrong,20% more,Very Wrong,80% less
+1764,What happened to CO2 emissions from the EU and USA since 2005?,en-US,They decreased 20%,Correct,They stayed the same,Wrong,They increased 20%,Very Wrong,They decreased 20%
+79,Megacities are cities with more than 10 million inhabitants. What share of the world's population is expected to live in megacities in 2030?,en-US,Around 9%,Correct,Around 39%,Wrong,Around 69%,Very Wrong,Around 9%
+2,How did the number of deaths per year from natural disasters change over the last hundred years?,en-US,More than doubled,Very Wrong,Remained about the same,Wrong,Decreased to less than half,Correct,Decreased to less than half
 4,What share of the population in high-income countries (like Germany and the USA) live in extreme poverty (with less than $2/day)?,en-US,Less than 1%,Correct,Around 11%,Wrong,Around 21%,Very Wrong,Less than 1%
-1737,How many people in high-income countries see climate change as a threat to their country over the next 20 years?,en-US,Around 20%,Very Wrong,Around 50%,Wrong,Around 80%,Correct,Around 80%
-59,During the past 40 years the amount of oil and natural gas remaining in known reserves:,en-US,Reduced to less than half,Very Wrong,Remained about the same,Wrong,More than doubled,Correct,More than doubled
-1691,"Of all energy used in the world, what share is electricity?",en-US,Around 20%,Correct,Around 50%,Wrong,Around 80%,Very Wrong,Around 20%
+111,"Of all financial aid received by the least developed countries, how much comes from charity and philanthropy?",en-US,Around 5%,Correct,Around 25%,Wrong,Around 50%,Very Wrong,Around 5%
+1794,"Of all greenhouse gas emissions from the global food system, how much comes from transporting food?",en-US,Around 6%,Correct,Around 36%,Wrong,Around 66%,Very Wrong,Around 6%
+21,"In 1980, roughly 40% of the world's population lived in extreme poverty, with less than $2 per day. What is the share today?",en-US,Around 10%,Correct,Around 30%,Wrong,Around 50%,Very Wrong,Around 10%
+37,"Worldwide, how many children under age 15 do not achieve the required minimum skills in reading and math?",en-US,Around 10%,Very Wrong,Around 30%,Wrong,Around 50%,Correct,Around 50%
+1510,"Of all children aged 6 to 11 in the world, how many go to school?",en-US,Less than 25%,Very Wrong,Around 60%,Wrong,More than 85%,Correct,More than 85%
+1758,"Of all money earned in the world, how much comes from services, such as administration, banking, care, teaching, transport and entertainment?",en-US,Around 30%,Very Wrong,Around 45%,Wrong,More than 60%,Correct,More than 60%
+1499,"In the 1950s, 50% of all wars occurred between countries that are recognized as sovereign states by the UN. What is that number today?",en-US,Around 5%,Correct,Around 25%,Wrong,Around 55%,Very Wrong,Around 5%
+53,"Globally, around 160 million children are used for child labor. In what sector do the majority of them work?",en-US,Industry,Very Wrong,Agriculture,Correct,Services,Wrong,Agriculture
+17,What share of countries in the world have laws against sexual harassment at work?,en-US,Around 30%,Very Wrong,Around 50%,Wrong,Around 70%,Correct,Around 70%
+18,"How much of the world's economy comes from agriculture, forestry and fishing?",en-US,Around 5%,Correct,Around 25%,Wrong,Around 45%,Very Wrong,Around 5%
+9,"Of all energy used in the world, how much comes from natural gas, coal and oil?",en-US,Around 40%,Very Wrong,Around 60%,Wrong,Around 80%,Correct,Around 80%
+6,How many people in the world have access to basic drinking water within 30 minutes of their home?,en-US,Around 50%,Very Wrong,Around 70%,Wrong,Around 90%,Correct,Around 90%
+3,"In low-income countries across the world in 2022, what share of girls went to school until at least age 11?",en-US,Around 20%,Very Wrong,Around 40%,Wrong,Around 60%,Correct,Around 60%
+13,What share of the world’s population lives in megacities (cities with at least 10 million people)?,en-US,Around 8%,Correct,Around 28%,Wrong,Around 48%,Very Wrong,Around 8%
+8,"Biologists have evaluated the status of more than 150,000 species of plants and animals. How many are endangered or threatened?",en-US,Around 30%,Correct,Around 60%,Wrong,Around 90%,Very Wrong,Around 30%
+19,The governments of high-income countries get how much of their revenue from customs and import duties?,en-US,Around 2%,Correct,Around 12%,Wrong,Around 22%,Very Wrong,Around 2%
+5,How much of the excess heat from global warming is captured in the oceans?,en-US,Around 9%,Very Wrong,Around 49%,Wrong,Around 89%,Correct,Around 89%
+12,What share of the world’s population don't have enough food to meet their daily energy needs?,en-US,Around 11%,Correct,Around 23%,Wrong,Around 37%,Very Wrong,Around 11%
+1793,"How much of all the money earned in sub-Saharan Africa comes from agriculture, forestry and fishing?",en-US,Around 20%,Correct,Around 40%,Wrong,Around 60%,Very Wrong,Around 20%
+1792,"If POOR means people with less than $2/day, and RICH means more than $200/day. Today the number of POOR per RICH is…",en-US,…smaller than ever,Correct,…the same as always,Wrong,…larger than ever,Very Wrong,…smaller than ever
+1791,"ReliefWeb is the UN's service to coordinate disaster relief work worldwide, day and night. How many humanitarian situation reports did it publish in 2023?",en-US,Around 100,Very Wrong,"Around 1,000",Wrong,"Around 10,000",Correct,"Around 10,000"
+1790,How much of all greenhouse gas emissions come from transport?,en-US,Around 16%,Correct,Around 36%,Wrong,Around 56%,Very Wrong,Around 16%
+1786,"Since 1961, the land used for crop agriculture worldwide has increased by 13%. What has happened to the annual amount of grains (corn, wheat, rice etc) produced?",en-US,It decreased 10%,Very Wrong,Stayed about the same,Wrong,It increased 240%,Correct,It increased 240%
+1789,"Since 1961, the land used for crop agriculture worldwide has increased by 13%. What has happened to the annual amount of grains (corn, wheat, rice etc) produced?",en-US,Decreased 10%,Very Wrong,Stayed about the same,Wrong,Increased 240%,Correct,Increased 240%
+1788,What share of Africa's population aren't able to access enough nutritious food every day?,en-US,Around 60%,Correct,Around 75%,Wrong,Around 95%,Very Wrong,Around 60%
+1782,"Of all deaths in Africa, what share is caused by a lack of food?",en-US,Around 2%,Correct,Around 32%,Wrong,Around 62%,Very Wrong,Around 2%
+1783,"Of the 195 countries in the world, how many have some kind of school feeding program?",en-US,Fewer than 20,Very Wrong,Around 70,Wrong,More than 150,Correct,More than 150
+1784,"In the United States and Europe, how many children are covered by some kind of social protection program in case their parents can't give them food?",en-US,Less than 15%,Very Wrong,Around 50%,Wrong,More than 85%,Correct,More than 85%
+1766,"What happened to the average amount of food produced from a field with potatoes, cassava, maize, rice and wheat since 1960?",en-US,Dropped to less than half,Very Wrong,Stayed more or less the same,Wrong,It nearly doubled,Correct,It nearly doubled
+1604,How many children in Europe (including Russia and Türkiye) are obese today?,en-US,Around 10%,Correct,Around 25%,Wrong,Around 40%,Very Wrong,Around 10%
+1513,"Between 2005 and 2020, $57 billion was spent on food aid for poor countries. How much was spent researching new crops that could yield more food or survive extreme weather?",en-US,$9 billion,Correct,$39 billion,Wrong,$69 billion,Very Wrong,$9 billion
+1511,How much of the food eaten by people in Africa is produced in Africa?,en-US,Less than 20%,Very Wrong,Around 50%,Wrong,More than 80%,Correct,More than 80%
+27,How many countries worldwide have holdings of plant genetic materials conserved in genebanks?,en-US,Less than 10,Very Wrong,Around 50,Wrong,Around 100,Correct,Around 100
+29,"In 1995, all countries together spent 4,600 million US dollars on agriculture export subsidies. How much was spent in 2019?",en-US,100 million USD,Correct,"1,000 million USD",Wrong,"10,000 million USD",Very Wrong,100 million USD
+26,"Worldwide, how many children under age 5 are overweight?",en-US,6%,Correct,26%,Wrong,46%,Very Wrong,6%
+28,Which of the following regions has the largest share of children under 5 who are dangerously underweight?,en-US,North Africa & Middle East,Very Wrong,South Asia,Correct,Sub-Saharan Africa,Wrong,South Asia
+1787,"How much of the world's economy comes from agriculture, forestry and fishing?",en-US,Around 4%,Correct,Around 24%,Wrong,Around 44%,Very Wrong,Around 4%
+1785,Which of the following regions has the highest share of female researchers?,en-US,Europe,Wrong,Central Asia,Correct,North America,Very Wrong,Central Asia
+1781,What share of people in high-income countries can't afford enough food for their daily energy needs?,en-US,Less than 2%,Correct,Around 12%,Wrong,Around 22%,Very Wrong,Less than 2%
+1780,What share of the world's population aren't able to access enough nutritious food every day?,en-US,Around 30%,Correct,Around 50%,Wrong,Around 70%,Very Wrong,Around 30%
+1550,What percentage of the world's population lives in countries where women on average have 5 or more babies?,en-US,Around 5%,Correct,Around 35%,Wrong,Around 65%,Very Wrong,Around 5%
+1571,"Worldwide, what percentage of women in stable relationships who want to use contraceptives, don't have access to them?",en-US,10%,Correct,30%,Wrong,50%,Very Wrong,10%
+1763,In how many of the world’s 195 countries do women NOT have the right to vote?,en-US,1,Correct,23,Wrong,46,Very Wrong,1
+1748,How many girls are married by the age of 15 in Sub-Saharan Africa?,en-US,Around 10%,Correct,Around 30%,Wrong,Around 50%,Very Wrong,Around 10%
+1719,What share of all countries have some kind of law to protect women against domestic violence?,en-US,Around 25%,Very Wrong,Around 50%,Wrong,Around 75%,Correct,Around 75%
+1553,"Of all men aged 25-29 worldwide, about 90% are in the labor force (have a job or are seeking one). What’s the number for women?",en-US,Around 60%,Correct,Around 70%,Wrong,Around 80%,Very Wrong,Around 60%
+1652,How many countries have laws which say that men and women should be paid the same amount for doing work of equal value?,en-US,Around 10%,Very Wrong,Around 25%,Wrong,Around 40%,Correct,Around 40%
+1650,In how many countries is the highest political leader a woman?,en-US,Around 5,Very Wrong,Around 10,Wrong,Around 15,Correct,Around 15
+1619,How many women are married before the age of 18 in Sub-Saharan Africa?,en-US,Around 30%,Correct,Around 50%,Wrong,Around 70%,Very Wrong,Around 30%
+1574,In how many countries (out of 195) do married men and women NOT have equal legal rights to own land or houses?,en-US,Around 20,Correct,Around 80,Wrong,Around 140,Very Wrong,Around 20
+1500,"Across the world, women do more unpaid care and domestic work than men. How much more?",en-US,50% more,Very Wrong,Around twice as much,Wrong,Around three times more,Correct,Around three times more
+43,"In how many countries, out of 195, is marriage under age 18 legally possible?",en-US,13,Very Wrong,73,Wrong,113,Correct,113
+41,"Worldwide, which of these contraceptive methods is the most used by women?",en-US,Pill,Very Wrong,Sterilization,Correct,Intrauterine Device (IUD),Wrong,Sterilization
+44,"Of 195 countries, how many have signed the UN Convention on the Elimination of All Forms of Discrimination against Women?",en-US,50,Very Wrong,120,Wrong,190,Correct,190
+40,"Worldwide, what share of seats in national parliaments are held by women today?",en-US,Around 5%,Very Wrong,Around 15%,Wrong,Around 25%,Correct,Around 25%
+1611,What share of the world's population lives in middle-income countries today?,en-US,Around 25%,Very Wrong,Around 50%,Wrong,Around 75%,Correct,Around 75%
+1718,Around half of the world's population is below:,en-US,33 years of age,Correct,43 years of age,Wrong,53 years of age,Very Wrong,33 years of age
+76,"Today, more than 5 times more people live in towns and cities than in 1950. What happened to the rural population?",en-US,Almost halved,Very Wrong,Stayed about the same,Wrong,Almost doubled,Correct,Almost doubled
+1567,How many of the world’s 195 countries do UN experts expect to decrease in population size between now and 2050?,en-US,Around 10 countries,Very Wrong,Around 30 countries,Wrong,Around 50 countries,Correct,Around 50 countries
+1654,It took 12 years for the world's population to grow from 6 to 7 billion people. How long did it take from 7 to 8 billion?,en-US,2 years,Very Wrong,7 years,Wrong,12 years,Correct,12 years
+1631,"Thirty years ago, less than 25% of the world's population lived in middle-income countries. What is the share today?",en-US,Around 15%,Very Wrong,Around 45%,Wrong,Around 75%,Correct,Around 75%
+1627,"What share of all countries will have fewer people in 2050 than they have today, if current population trends continue?",en-US,5%,Very Wrong,15%,Wrong,25%,Correct,25%
+1622,There are currently 8 billion people on Earth. How many people do UN experts think there will be in 2100?,en-US,Around 10.5 billion,Correct,Around 16.5 billion,Wrong,Around 22.5 billion,Very Wrong,Around 10.5 billion
+56,"Today, 65% of the world’s population are of working age (15-64 years old). What do UN experts think this number will be in 2100?",en-US,50%,Wrong,60%,Correct,70%,Very Wrong,60%
+1603,"By 2050, the number of old people (age 65+) will double everywhere, except:",en-US,Low-income countries,Very Wrong,Middle-income countries,Wrong,High-income countries,Correct,High-income countries
+1593,The total number of old people worldwide (age 65+) is expected to increase by 800 million by 2050. How much of the increase will happen in high-income countries?,en-US,15%,Correct,35%,Wrong,55%,Very Wrong,15%
+1506,"There are 2 billion children in the world today, aged 0-14 years old. How many children will there be in the year 2100 according to the United Nations?",en-US,4 billion,Very Wrong,3 billion,Wrong,2 billion,Correct,2 billion
+1504,What share of the world’s population lives in countries where women on average have less than 3 babies?,en-US,40%,Very Wrong,60%,Wrong,80%,Correct,80%
+1505,"According to the United Nations, the world population will increase by another 2.4 billion people by 2100. The main reason is that there will be more…",en-US,children (below age 15),Very Wrong,adults (age 15 to 74),Correct,very old (above age 75),Wrong,adults (age 15 to 74)
+1779,"Of all people living in extreme poverty worldwide (on less than $2 a day), how many are refugees or people living in urban slums?",en-US,Around 20%,Correct,Around 45%,Wrong,Around 70%,Very Wrong,Around 20%
+1778,"What share of the world’s population live in countries where the majority are extremely poor, living with less than $2 a day?",en-US,Around 5%,Correct,Around 25%,Wrong,Around 45%,Very Wrong,Around 5%
+1777,"Of all the people in Middle-Income Countries, how many live in extreme poverty (with less than $2 a day)?",en-US,Around 7%,Correct,Around 22%,Wrong,Around 37%,Very Wrong,Around 7%
+1663,"Among university-educated refugees in the EU in 2019 who were employed, how many of them were overqualified for their jobs?",en-US,Around 20%,Very Wrong,Around 40%,Wrong,Around 60%,Correct,Around 60%
+1642,"When UNICEF bought child vaccines in 2018, what price did they pay on average, compared to the price paid by high-income countries like Germany and USA?",en-US,More than twice the price,Very Wrong,Roughly half the price,Wrong,Less than 20% of the price,Correct,Less than 20% of the price
+52,"In 1990, 19% of people aged 65 and older in the world still worked. What is the share expected to be in 2030?",en-US,Around 21%,Correct,Around 41%,Wrong,Around 61%,Very Wrong,Around 21%
+62,What share of all workers worldwide are employed in the manufacturing sector?,en-US,Around 15%,Correct,Around 35%,Wrong,Around 55%,Very Wrong,Around 15%
+1545,Which of the following causes the most deaths in Africa?,en-US,Conflict and war,Very Wrong,Heart disease and stroke,Correct,HIV / AIDS,Wrong,Heart disease and stroke
+1613,"Worldwide, what causes more deaths?",en-US,Cancer,Wrong,Heart disease and strokes,Correct,Lack of food,Very Wrong,Heart disease and strokes
+1607,How many people in the European Union currently suffer from depression?,en-US,Around 5%,Correct,Around 25%,Wrong,Around 45%,Very Wrong,Around 5%
+1672,"In 1990, around 60% of all electricity worldwide was produced using fossil fuels. What is that number today?",en-US,Around 40%,Very Wrong,Around 50%,Wrong,Around 60%,Correct,Around 60%
+1524,"In 2023, how much fossil fuels (oil, coal and natural gas) were used in the world, compared to the year 2000?",en-US,95% (some less),Very Wrong,120% (some more),Wrong,145% (much more),Correct,145% (much more)
+1720,"Worldwide, how many people in rural areas have access to drinking water within 30 minutes of their home?",en-US,Less than 25%,Very Wrong,Around 50%,Wrong,More than 75%,Correct,More than 75%
+109,"In 2000, low- and middle-income countries on average spent almost 6% of their annual income on their government's loans. What was this number in 2022?",en-US,Around 4%,Correct,Around 8%,Wrong,Around 12%,Very Wrong,Around 4%
+60,How many people in the world have a mobile phone subscription?,en-US,Around 78%,Correct,Around 85%,Wrong,Around 92%,Very Wrong,Around 78%
+1676,"In 2022, the UN spent around $6.4 billion to help refugees worldwide. How much did Western European governments spend to help refugees within West Europe?",en-US,Less than $3 billion,Very Wrong,Around $5 billion,Wrong,More than $20 billion,Correct,More than $20 billion
 1731,"In 2022, how much of the increased electricity production in the world came from renewable sources?",en-US,Around 10%,Very Wrong,Around 45%,Wrong,Around 85%,Correct,Around 85%
-1636,"Compared to the year before, how much less carbon dioxide was emitted worldwide during 2020 because of the Coronavirus Pandemic?",en-US,Around 5% less,Correct,Around 20% less,Wrong,Around 40% less,Very Wrong,Around 5% less
+1646,"How much of all the money earned in low-income countries comes from agriculture, forestry and fishing?",en-US,Around 25%,Correct,Around 50%,Wrong,Around 75%,Very Wrong,Around 25%
+1523,"Roughly what is the minimum wage in these countries with lots of textile factories, India, China, Pakistan, Vietnam, Cambodia, Myanmar and Indonesia?",en-US,Around $0.2 a day,Very Wrong,Around $1 a day,Wrong,Around $10 a day,Correct,Around $10 a day
+7,How many people in the world live in areas that are 5 meters or less above sea level?,en-US,Around 11%,Correct,Around 31%,Wrong,Around 51%,Very Wrong,Around 11%
 85,"What happens to the average global temperature if we halve the annual net emissions of CO2, today?",en-US,It decreases,Very Wrong,It stays the same,Wrong,It keeps increasing,Correct,It keeps increasing
-72,"In 1990, 3% of the world’s population lived in a different country than where they were born. What is that share today?",en-US,4%,Correct,14%,Wrong,24%,Very Wrong,4%
+1636,"Compared to the year before, how much less carbon dioxide was emitted worldwide during 2020 because of the Coronavirus Pandemic?",en-US,Around 5% less,Correct,Around 20% less,Wrong,Around 40% less,Very Wrong,Around 5% less
 1620,What share of the total global economy comes from tourism?,en-US,Around 10%,Correct,Around 25%,Wrong,Around 40%,Very Wrong,Around 10%
-11,"In 1990, 58% of the world's population lived in low-income countries. What is the share today?",en-US,Around 9%,Correct,Around 37%,Wrong,Around 61%,Very Wrong,Around 9%
-1603,"By 2050, the number of old people (age 65+) will double everywhere, except:",en-US,Low-income countries,Very Wrong,Middle-income countries,Wrong,High-income countries,Correct,High-income countries
+1563,What share of all greenhouse gas emissions come from airplanes?,en-US,Less than 6%,Correct,Around 16%,Wrong,More than 26%,Very Wrong,Less than 6%
 1706,Electronics and pharmaceutical companies spend around 12% of their revenue on research and development. How much do energy and fuel producing companies spend?,en-US,Around 0.3%,Correct,Around 3%,Wrong,Around 30%,Very Wrong,Around 0.3%
-1528,"How many people worldwide have their basic needs met when it comes to food, water, toilets, electricity, schooling and healthcare?",en-US,Around 25%,Very Wrong,Around 55%,Wrong,Around 85%,Correct,Around 85%
-5,How much of the excess heat from global warming is captured in the oceans?,en-US,Around 9%,Very Wrong,Around 49%,Wrong,Around 89%,Correct,Around 89%
-76,"Today, more than 5 times more people live in towns and cities than in 1950. What happened to the rural population?",en-US,Almost halved,Very Wrong,Stayed about the same,Wrong,Almost doubled,Correct,Almost doubled
+1776,How many jobs in the US are supported by exports to China?,en-US,"Around 100,000",Very Wrong,"Around 500,000",Wrong,Around 1 million,Correct,Around 1 million
+1775,What was the top US service export to China in 2021?,en-US,Financial Services,Wrong,Education,Correct,Computer software services,Very Wrong,Education
+1737,How many people in high-income countries see climate change as a threat to their country over the next 20 years?,en-US,Around 20%,Very Wrong,Around 50%,Wrong,Around 80%,Correct,Around 80%
+1691,"Of all energy used in the world, what share is electricity?",en-US,Around 20%,Correct,Around 50%,Wrong,Around 80%,Very Wrong,Around 20%
+1584,"In 2016, around 80 countries agreed to work jointly to stop companies avoiding tax by shifting profits to low-tax locations. How many countries are members today?",en-US,Around 50,Very Wrong,Around 90,Wrong,Around 140,Correct,Around 140
+1542,Worldwide about 30% of researchers are women. What is the share of female researchers in Sub-Saharan Africa?,en-US,Around 10%,Very Wrong,Around 20%,Wrong,Around 30%,Correct,Around 30%
 1716,Which of these free-trade areas includes the most countries?,en-US,North American Free Trade Agreement,Very Wrong,African Continental Free Trade Area,Correct,The European Union,Wrong,African Continental Free Trade Area
-21,"In 1980, roughly 40% of the world's population lived in extreme poverty, with less than $2 per day. What is the share today?",en-US,10%,Correct,30%,Wrong,50%,Very Wrong,10%
-37,"Worldwide, how many children under age 15 do not achieve the required minimum skills in reading and math?",en-US,Around 10%,Very Wrong,Around 30%,Wrong,Around 50%,Correct,Around 50%
-1500,"Across the world, women do more unpaid care and domestic work than men. How much more?",en-US,50% more,Very Wrong,Around twice as much,Wrong,Around three times more,Correct,Around three times more
-97,What group of animals has the highest share of threatened species?,en-US,Birds,Wrong,Mammals,Very Wrong,Amphibians,Correct,Amphibians
-1499,"In the 1950s, 50% of all wars occurred between countries that are recognized as sovereign states by the UN. What is that number today?",en-US,Around 5%,Correct,Around 25%,Wrong,Around 55%,Very Wrong,Around 5%
 1502,"The United Nations’ Sustainable Development Goals have a total of 169 targets. How many of them mention the words ""democracy"" or ""democratic""?",en-US,0 targets,Correct,14 targets,Wrong,34 targets,Very Wrong,0 targets
 64,What share of the world’s population used the Internet in 2023?,en-US,Around 65%,Correct,Around 80%,Wrong,Around 95%,Very Wrong,Around 65%
-1517,Child deaths in Africa today are at the same levels as in Europe in:,en-US,1850,Very Wrong,1900,Wrong,1950,Correct,1950
-13,What share of the world’s population lives in megacities (cities with at least 10 million people)?,en-US,Around 8%,Correct,Around 28%,Wrong,Around 48%,Very Wrong,Around 8%
 105,What share of the members of the United Nations General Assembly are low- and middle-income countries?,en-US,Around 20%,Very Wrong,Around 45%,Wrong,Around 70%,Correct,Around 70%
-50,How many people in the world have some access to electricity?,en-US,Around 30%,Very Wrong,Around 60%,Wrong,Around 90%,Correct,Around 90%
-12,What share of the world’s population don't have enough food to meet their daily needs?,en-US,Around 11%,Correct,Around 23%,Wrong,Around 37%,Very Wrong,Around 11%
 1680,How many countries have satellites in orbit around the earth?,en-US,Around 15,Very Wrong,Around 40,Wrong,Around 80,Correct,Around 80
-62,What share of all workers worldwide are employed in the manufacturing sector?,en-US,Around 15%,Correct,Around 35%,Wrong,Around 55%,Very Wrong,Around 15%
 1661,How many refugees currently live in the world's largest refugee camp?,en-US,"Around 9,000",Very Wrong,"Around 90,000",Wrong,"Around 900,000",Correct,"Around 900,000"
 70,"When counting the number of refugees in the world, the number includes people who have...",en-US,Fled to a different country,Correct,Fled to another part of their country,Very Wrong,Both of the above,Wrong,Fled to a different country
 69,"Of all refugees worldwide, in 2023, what share had been in exile for more than four years?",en-US,Less than 30%,Very Wrong,Around 45%,Wrong,More than 60%,Correct,More than 60%
 66,What share of all migrants in the world are refugees?,en-US,Around 15%,Correct,Around 25%,Wrong,Around 35%,Very Wrong,Around 15%
 65,Which of these countries hosts the largest share of refugees in relation to its population?,en-US,Germany,Wrong,Lebanon,Correct,Sweden,Very Wrong,Lebanon
-80,"Since 1990, roughly 2 million people were made temporarily homeless in Europe due to natural disasters. The number for Asia during the same period was...",en-US,Roughly the same,Very Wrong,5 times more,Wrong,50 times more,Correct,50 times more
-1717,"Countries with incomes like India, Morocco and Bolivia, emit how much CO2 per person, compared to high-income countries?",en-US,80% less,Correct,40% less,Wrong,20% more,Very Wrong,80% less
-1524,"In 2022, how much fossil fuels (oil, coal and natural gas) were used in the world, compared to the year 2000?",en-US,95% (some less),Very Wrong,120% (some more),Wrong,145% (much more),Correct,145% (much more)
 1761,"Every year, energy from the sun (light and heat) reaches the earth. Compared to that energy, how much energy leaves the Earth out into space every year?",en-US,30% less than what comes in,Wrong,0.3% less than what comes in,Correct,30% more than what comes in,Very Wrong,0.3% less than what comes in
 1730,"In high-income countries in 2021, the poorer half of the population emitted roughly 5 tonnes of CO2 per person from burning fossil fuels. How much was emitted per person, by the richest 10%?",en-US,Half as much,Very Wrong,Twice as much,Wrong,Eight times more,Correct,Eight times more
 86,How many of the 195 countries recognized by the UN have adopted the Paris Agreement on climate change and the environment?,en-US,92,Very Wrong,142,Wrong,192,Correct,192
-1672,"In 1990, around 60% of all electricity worldwide was produced using fossil fuels. What is that number today?",en-US,Around 40%,Very Wrong,Around 50%,Wrong,Around 60%,Correct,Around 60%
 1738,"From 2015 to 2021, the world population increased by 80 million each year. During the same period, how many more people gained some access to electricity each year?",en-US,Around 15 million,Very Wrong,Around 40 million,Wrong,Around 120 million,Correct,Around 120 million
 1741,"Of all greenhouse gas emissions from human activities, how much come from burning fossil fuels?",en-US,Around 25%,Very Wrong,Around 45%,Wrong,Around 65%,Correct,Around 65%
 1715,What is it all greenhouse gases do?,en-US,Pollute air,Very Wrong,Absorb heat,Correct,Reflect light and heat,Wrong,Absorb heat
 1689,"Of all energy used in the world in 2000, around 86% came from burning fossil fuels (oil, coal and gas). What is the number today?",en-US,Around 52%,Very Wrong,Around 64%,Wrong,Around 82%,Correct,Around 82%
-2,How did the number of deaths per year from natural disasters change over the last hundred years?,en-US,More than doubled,Very Wrong,Remained about the same,Wrong,Decreased to less than half,Correct,Decreased to less than half
+1736,Which group of countries below produces the highest share of electricity from renewable sources?,en-US,"United States, United Kingdom, The Netherlands",Very Wrong,"Brazil, Kenya, Costa Rica",Correct,"Finland, Sweden, Spain",Wrong,"Brazil, Kenya, Costa Rica"
 23,"Of all people aged 65 or older in high-income countries, how many live below the poverty line?",en-US,14%,Correct,29%,Wrong,44%,Very Wrong,14%
 57,What share of people above retirement age worldwide are entitled to a pension?,en-US,Around 25%,Very Wrong,Around 45%,Wrong,Around 75%,Correct,Around 75%
-52,"In 1990, 19% of people aged 65 and older in the world still worked. What is the share expected to be in 2030?",en-US,Around 21%,Correct,Around 41%,Wrong,Around 61%,Very Wrong,Around 21%
+1769,"Of all children in high-income countries who had cancer back in 1975, around 58% survived more than 5 years. What is that number today?",en-US,Around 60%,Very Wrong,Around 70%,Wrong,More than 80%,Correct,More than 80%
 1678,"In 2022, many Western European governments spent more than $20 per person per day, to help newly arrived refugees.
 How much did the United Nations spend per refugee per day on average, in the rest of the world?",en-US,Around $1,Correct,Around $25,Wrong,Around $45,Very Wrong,Around $1
 71,"In what part of the world is income inequality the smallest, when measuring how much the richest 10% earn of all income?",en-US,Middle East,Very Wrong,Europe,Correct,Sub-Saharan Africa,Wrong,Europe
 1771,What happened to the global maternal mortality rate between 2000 and 2020 (the rate of mothers dying while giving birth or shortly after)?,en-US,It declined about 30%,Correct,It declined about 10%,Wrong,It stayed about the same,Very Wrong,It declined about 30%
 1770,"Back in 1986, countries with nuclear weapons had around 64,000 warheads stockpiled. What is that number today?",en-US,80% less,Correct,About the same,Wrong,50% more,Very Wrong,80% less
 96,What happened to the number of new tuberculosis cases worldwide between 2000 and 2022?,en-US,Increased 20%,Very Wrong,Stayed about the same,Wrong,Decreased 20%,Correct,Decreased 20%
-1764,What happened to CO2 emissions from the EU and USA since 2005?,en-US,They decreased 20%,Correct,They stayed the same,Wrong,They increased 20%,Very Wrong,They decreased 20%
-1763,In how many of the world’s 195 countries do women NOT have the right to vote?,en-US,0,Correct,23,Wrong,46,Very Wrong,0
-1766,"What happened to the average amount of food produced from a field with potatoes, cassava, maize, rice and wheat since 1960?",en-US,Dropped to less than half,Very Wrong,Stayed more or less the same,Wrong,It nearly doubled,Correct,It nearly doubled
 1767,"Compared to 30 years ago, the pollution of microplastics in the world's oceans today is roughly:",en-US,8 times higher,Correct,80 times higher,Wrong,800 times higher,Very Wrong,8 times higher
 1722,"Since agreements were made in 1987 to limit ozone-depleting substances, how many have been phased out?",en-US,Less than 40%,Very Wrong,Around 70%,Wrong,More than 95%,Correct,More than 95%
 1640,"Globally, an income of less than $2 a day is considered extreme poverty. In the Nordics (Sweden, Norway, Denmark, Finland, Iceland) national poverty lines are roughly:",en-US,$10 a day,Very Wrong,$20 a day,Wrong,$30 a day,Correct,$30 a day
-1755,"Of all girls aged 6 to 11 in the world, how many go to school?",en-US,Less than 30%,Very Wrong,Around 60%,Wrong,Around 90%,Correct,Around 90%
-1676,"In 2022, the UN spent around $6.4 billion to help refugees worldwide. How much did Western European governments spend to help refugees within West Europe?",en-US,Less than $3 billion,Very Wrong,Around $5 billion,Wrong,More than $20 billion,Correct,More than $20 billion
 31,"Worldwide, how many babies are born with a trained health worker present?",en-US,Less than 30%,Very Wrong,Around 50%,Wrong,More than 80%,Correct,More than 80%
-17,What share of countries in the world have laws against sexual harassment at work?,en-US,Around 30%,Very Wrong,Around 50%,Wrong,Around 70%,Correct,Around 70%
 51,"In 1950, 0% of all energy consumption came from nuclear energy. What is that number today?",en-US,Around 5%,Correct,Around 25%,Wrong,Around 45%,Very Wrong,Around 5%
-8,"Biologists have evaluated the status of more than 150,000 species of plants and animals. How many are endangered or threatened?",en-US,Around 30%,Correct,Around 60%,Wrong,Around 90%,Very Wrong,Around 30%
-43,"In how many countries, out of 195, is marriage under age 18 legally possible?",en-US,13,Very Wrong,73,Wrong,113,Correct,113
 120,How many cases of smallpox are expected in the world this year?,en-US,Zero cases,Correct,One hundred thousand cases,Wrong,One million cases,Very Wrong,Zero cases
 1509,How many adults in the world say they can read?,en-US,Less than 40%,Very Wrong,Around 60%,Wrong,More than 80%,Correct,More than 80%
-109,"In 2000, low- and middle-income countries on average spent almost 6% of their annual income on their loans. What was this number in 2022?",en-US,Around 4%,Correct,Around 8%,Wrong,Around 12%,Very Wrong,Around 4%
 1753,In how many countries was slavery still legal in 1950? (Meaning there was no law or constitution banning the ownership of another person.),en-US,58,Very Wrong,98,Wrong,138,Correct,138
-1757,"In 1900, around 40% of children worldwide died before they reached age 5. What is that number today?",en-US,Around 4%,Correct,Around 14%,Wrong,Around 24%,Very Wrong,Around 4%
+1516,"Worldwide, men older than 25 have spent 8.9 years in school, on average. How many years have women of the same age spent in school?",en-US,2.4 years,Very Wrong,5.4 years,Wrong,8.4 years,Correct,8.4 years
 103,How many people in the world say they have confidence in their local police?,en-US,Less than 15%,Very Wrong,Around 25%,Wrong,More than 50%,Correct,More than 50%
 104,Which group of countries sent the most troops on UN peacekeeping missions during the past 5 years?,en-US,"Germany, Sweden, Netherlands, Ireland",Wrong,"Ethiopia, Rwanda, Bangladesh, India, Nepal",Correct,"France, USA, Japan, S Korea, Switzerland, UK",Very Wrong,"Ethiopia, Rwanda, Bangladesh, India, Nepal"
-106,How many people in the world feel safe walking alone at night where they live?,en-US,Less than 30%,Very Wrong,Around 45%,Wrong,More than 60%,Correct,More than 60%
 118,"In the last 20 years, the proportion of people living in extreme poverty has...",en-US,More than halved,Correct,Remained more or less the same,Wrong,Almost doubled,Very Wrong,More than halved
-42,"Up to 1990, 22 countries in the world had been led by a female head of state or government. What is that number today?",en-US,37,Very Wrong,57,Wrong,87,Correct,87
-41,"Worldwide, which of these contraceptive methods is the most used by women?",en-US,Pill,Very Wrong,Sterilization,Correct,Intrauterine Device (IUD),Wrong,Sterilization
 33,How many of the world's 1-year-old children were vaccinated against some disease in 2022?,en-US,Less than 25%,Very Wrong,Around 55%,Wrong,More than 85%,Correct,More than 85%
-3,"In low-income countries across the world in 2022, what share of girls went to school until at least age 11?",en-US,Around 20%,Very Wrong,Around 40%,Wrong,Around 60%,Correct,Around 60%
 89,What happened to the annual number of oil spills from tankers worldwide since the 1970s?,en-US,Decreased tenfold,Correct,Stayed about the same,Wrong,Increased tenfold,Very Wrong,Decreased tenfold
 91,"Globally, people eat an average of 6kg of beef and veal a year. How much fish is consumed on average per person?",en-US,Around 3kg,Very Wrong,Around 6kg,Wrong,Around 10kg,Correct,Around 10kg
 92,"Since 2016, what has happened to the share of marine protected areas in national waters worldwide?",en-US,Decreased by about 75%,Very Wrong,Stayed about the same,Wrong,Increased by about 75%,Correct,Increased by about 75%
 1768,In how many countries did the murder rate decrease between 2010 and 2021? (There are 195 countries.),en-US,Fewer than 15,Very Wrong,Around 50,Wrong,More than 85,Correct,More than 85
 1708,"Between 2012, and 2022, what happened to the number of people killed by terrorists?",en-US,25% decrease,Correct,About the same,Wrong,25% increase,Very Wrong,25% decrease
+1699,"In the year 2000 there were 92 journalists in prison, worldwide. How many were there in 2022?",en-US,About the same,Very Wrong,Around 260,Wrong,Around 360,Correct,Around 360
 1600,What share of all recorded homicides in the world are related to gangs and organized crime?,en-US,Around 20%,Correct,Around 40%,Wrong,Around 60%,Very Wrong,Around 20%
-1510,"Of all children aged 6 to 11 in the world, how many go to school?",en-US,Less than 25%,Very Wrong,Around 60%,Wrong,More than 85%,Correct,More than 85%
-18,"How much of the world's economy comes from agriculture, forestry and fishing?",en-US,Around 5%,Correct,Around 25%,Wrong,Around 45%,Very Wrong,Around 5%
 1633,"70% of Europeans said they were planning to switch to a more environmentally friendly energy provider to fight climate change, in 2020. What was this number in China?",en-US,34%,Very Wrong,64%,Wrong,94%,Correct,94%
 1765,"Compared to the year 2000, how many species of animals, plants and fungi have been assessed in the wild and given a conservation status?",en-US,7% more,Very Wrong,70% more,Wrong,700% more,Correct,700% more
 55,"Compared to 1980, the cost of energy from solar panels today is roughly:",en-US,1% of the 1980 cost,Correct,21% of the 1980 cost,Wrong,41% of the 1980 cost,Very Wrong,1% of the 1980 cost
 1669,"Out of 195 countries, how many have banned gasoline containing lead?",en-US,75 countries,Very Wrong,135 countries,Wrong,195 countries,Correct,195 countries
 1580,"Of all children (5-17 years old) in the world, how many are exploited for child labor?",en-US,Around 10%,Correct,Around 30%,Wrong,Around 50%,Very Wrong,Around 10%
-1523,"Roughly what is the minimum wage in these countries with lots of textile factories, India, China, Pakistan, Vietnam, Cambodia, Myanmar and Indonesia?",en-US,Around $0.2 a day,Very Wrong,Around $1 a day,Wrong,Around $10 a day,Correct,Around $10 a day
 1726,"Between 2001 and today, how many countries progressed from low-income to middle-income status?",en-US,Fewer than 5,Very Wrong,Around 15,Wrong,More than 30,Correct,More than 30
-1646,"How much of all the money earned in low-income countries comes from agriculture, forestry and fishing?",en-US,Around 25%,Correct,Around 50%,Wrong,Around 75%,Very Wrong,Around 25%
-1611,What share of the world's population lives in middle-income countries today?,en-US,Around 25%,Very Wrong,Around 50%,Wrong,Around 75%,Correct,Around 75%
-44,"Of 195 countries, how many have signed the UN Convention on the Elimination of All Forms of Discrimination against Women?",en-US,50,Very Wrong,120,Wrong,190,Correct,190
-1574,In how many countries (out of 195) do married men and women NOT have equal legal rights to own land or houses?,en-US,Around 20,Correct,Around 80,Wrong,Around 140,Very Wrong,Around 20
-1619,How many women are married before the age of 18 in Sub-Saharan Africa?,en-US,Around 30%,Correct,Around 50%,Wrong,Around 70%,Very Wrong,Around 30%
-1650,In how many countries is the highest political leader a woman?,en-US,Around 5,Very Wrong,Around 10,Wrong,Around 15,Correct,Around 15
-1652,How many countries have laws which say that men and women should be paid the same amount for doing work of equal value?,en-US,Around 10%,Very Wrong,Around 25%,Wrong,Around 40%,Correct,Around 40%
-1553,"Of all men aged 25-29, about 90% are in the labor force (have a job or are seeking one). What’s the number for women?",en-US,Around 60%,Correct,Around 70%,Wrong,Around 80%,Very Wrong,Around 60%
-1719,What share of all countries have some kind of law to protect women against domestic violence?,en-US,Around 25%,Very Wrong,Around 50%,Wrong,Around 75%,Correct,Around 75%
-1748,How many girls are married by the age of 15 in Sub-Saharan Africa?,en-US,Around 10%,Correct,Around 30%,Wrong,Around 50%,Very Wrong,Around 10%
 45,"Worldwide, how many people living in rural areas use surface water (such as lakes, rivers and streams) as their drinking water?",en-US,Less than 10%,Correct,Around 30%,Wrong,More than 60%,Very Wrong,Less than 10%
 46,"Worldwide, how many people have no toilet of any kind, and instead have to use bushes, fields or streets?",en-US,Roughly 10%,Correct,Roughly 30%,Wrong,Roughly 50%,Very Wrong,Roughly 10%
 47,"Of all the freshwater used in the world, how much goes to agriculture?",en-US,Around 30%,Very Wrong,Around 50%,Wrong,Around 70%,Correct,Around 70%
@@ -118,15 +192,12 @@ How much did the United Nations spend per refugee per day on average, in the res
 1577,How many people in the world have soap and water to wash their hands at home?,en-US,Around 20%,Very Wrong,Around 40%,Wrong,Around 70%,Correct,Around 70%
 1626,How many people in the world have to make a round trip of more than 30 minutes to collect drinking water?,en-US,Around 10%,Correct,Around 25%,Wrong,Around 50%,Very Wrong,Around 10%
 1562,What share of the world population uses toilets connected to sewers?,en-US,Around 40%,Correct,Around 55%,Wrong,Around 70%,Very Wrong,Around 40%
-1720,"Worldwide, how many people in rural areas have access to safe drinking water within 30 minutes of their home?",en-US,Less than 25%,Very Wrong,Around 50%,Wrong,More than 75%,Correct,More than 75%
-9,"Of all energy used in the world, how much comes from natural gas, coal and oil?",en-US,Around 40%,Very Wrong,Around 60%,Wrong,Around 80%,Correct,Around 80%
 54,"Of all renewable energy used in the world today, what share comes from traditional burning of biomass like charcoal, wood and agricultural waste?",en-US,Around 10%,Very Wrong,Around 25%,Wrong,Around 40%,Correct,Around 40%
 1637,"What share of all energy used in the world comes from the modern renewable sources (solar, wind, hydro and modern biofuels)?",en-US,Less than 10%,Correct,Around 20%,Wrong,Around 35%,Very Wrong,Less than 10%
 1638,"Of the total cost of electricity worldwide, how much is the transfer from the power station to the user, on average?",en-US,Less than 1%,Very Wrong,Around 15%,Wrong,Around 30%,Correct,Around 30%
 1682,"Since 1970, what happened to the amount of energy consumed per person globally?",en-US,Stayed more or less the same,Wrong,It increased by around 50%,Correct,It increased by around 250%,Very Wrong,It increased by around 50%
 1692,"Compared to 100 years ago, how affordable is electricity in the US today?",en-US,About the same,Very Wrong,10 times more affordable,Wrong,200 times more affordable,Correct,200 times more affordable
 1750,"In 2000, around 50% of the world's population didn't have modern stoves. Instead they cooked food by burning wood, charcoal or dung. What is the share today?",en-US,Around 30%,Correct,Around 40%,Wrong,Around 50%,Very Wrong,Around 30%
-53,"Globally, around 160 million children are used for child labor. In what sector do the majority of them work?",en-US,Industry,Very Wrong,Agriculture,Correct,Services,Wrong,Agriculture
 1522,Since 1970 the average income in the 40 richest countries more than doubled. The average income in the other countries…?,en-US,Declined to half,Very Wrong,Stayed roughly the same,Wrong,More than doubled,Correct,More than doubled
 1578,"Worldwide, what share of young people (aged 15-24) that work are in informal employment?",en-US,Around 25%,Very Wrong,Around 50%,Wrong,Around 75%,Correct,Around 75%
 1587,"How many young men in the world (aged 15-24) are not engaged in education, employment or training?",en-US,Around 15%,Correct,Around 25%,Wrong,Around 35%,Very Wrong,Around 15%
@@ -136,8 +207,8 @@ How much did the United Nations spend per refugee per day on average, in the res
 1681,What is the average income of small family farms in low-income countries?,en-US,About $1.50 a day,Correct,About $5 a day,Wrong,About $10 a day,Very Wrong,About $1.50 a day
 1727,"Of all money earned in the world, how much comes from work in industry, manufacturing and construction?",en-US,28%,Correct,38%,Wrong,53%,Very Wrong,28%
 1754,"What is the official method for updating the list of countries called ""Developing countries""?",en-US,GDP per capita threshold,Wrong,There is no procedure,Correct,Voting at the UN General Assembly,Very Wrong,There is no procedure
-1758,"Of all money earned in the world, how much comes from services, such as administration, banking, care, teaching, transport and entertainment?",en-US,Around 30%,Very Wrong,Around 50%,Wrong,More than 60%,Correct,More than 60%
 61,Ports in high-income countries handled around 350 million containers in 2020. What was that number for low- and middle-income countries?,en-US,Less than 200 million,Very Wrong,Around 300 million,Wrong,More than 400 million,Correct,More than 400 million
+63,How many people in the world live within range of a 3G or higher quality mobile network?,en-US,Around 40%,Very Wrong,Around 65%,Wrong,Around 90%,Correct,Around 90%
 1581,"In 2021, cargo ships worldwide carried 11 billion tons. What share of the cargo was oil, petroleum products, gas and chemicals?",en-US,Around 30%,Correct,Around 40%,Wrong,Around 50%,Very Wrong,Around 30%
 1625,"In 2020, the manufacturing sector contributed how much to the world's economy?",en-US,Around 15%,Correct,Around 30%,Wrong,Around 45%,Very Wrong,Around 15%
 1685,"Globally, which region has the highest number of mobile money accounts?",en-US,East Asia and Pacific,Wrong,Sub-Saharan Africa,Correct,Europe and Central Asia,Very Wrong,Sub-Saharan Africa
@@ -147,7 +218,6 @@ How much did the United Nations spend per refugee per day on average, in the res
 1690,What share of Europe's population are migrants?,en-US,Around 12%,Correct,Around 22%,Wrong,Around 32%,Very Wrong,Around 12%
 77,"How much of the world’s total land surface has some physical infrastructure built on it, like houses or roads (excluding farm land)?",en-US,Less than 5%,Correct,Around 15%,Wrong,More than 25%,Very Wrong,Less than 5%
 78,"In 2020, there were around 68 cities in Africa with more than 1 million inhabitants. How many cities of this size will there be in Africa in 2030, according to UN experts?",en-US,Fewer than 60,Very Wrong,Around 70,Wrong,More than 90,Correct,More than 90
-79,Megacities are cities with more than 10 million inhabitants. What share of the world's population is expected to live in megacities in 2030?,en-US,Around 9%,Correct,Around 39%,Wrong,Around 69%,Very Wrong,Around 9%
 1582,How many megacities are there in the whole world (metropolitan areas with more than 10 million inhabitants)?,en-US,Around 12,Very Wrong,Around 23,Wrong,Around 35,Correct,Around 35
 1707,"If current trends continue, in 2100 the biggest city in the world is expected to be in:",en-US,Asia,Wrong,Africa,Correct,America,Very Wrong,Africa
 1709,"When listing the ten most expensive cities to live in the world in 2022, how many were in Europe?",en-US,4,Correct,6,Wrong,9,Very Wrong,4
@@ -161,7 +231,6 @@ How much did the United Nations spend per refugee per day on average, in the res
 1710,"What share of waste that is collected from households, businesses and streets is food and other green waste (e.g. grass cuttings)?",en-US,Around 45%,Correct,Around 55%,Wrong,Around 65%,Very Wrong,Around 45%
 1747,"Of all greenhouse gases emitted in the world in 2004, around 1% required some kind of carbon tax or fee to be paid. What was the number in 2022?",en-US,Around 3%,Very Wrong,Around 13%,Wrong,Around 23%,Correct,Around 23%
 1760,How much raw material does each person in high-income countries use every year compared to those in middle-income countries?,en-US,60% less,Very Wrong,About the same,Wrong,60% more,Correct,60% more
-7,How many people in the world live in areas that are 5 meters or less above sea level?,en-US,Around 11%,Correct,Around 31%,Wrong,Around 51%,Very Wrong,Around 11%
 1590,How does water vapor contribute to the greenhouse effect (which keeps the earth’s atmosphere warm)?,en-US,Water vapor does not contribute,Wrong,Water vapor contributes significantly,Correct,Water vapor is not a greenhouse gas,Very Wrong,Water vapor contributes significantly
 1592,"Globally, how much has the average sea level been rising per year over the past 100 years?",en-US,2mm per year (0.08 inches),Correct,20mm per year (0.8 inches),Wrong,200mm per year (8 inches),Very Wrong,2mm per year (0.08 inches)
 1623,"Currently, the average temperature on Earth is 15C. What would the average temperature on Earth be without greenhouse gases?",en-US,-18C,Correct,+6C,Wrong,+21C,Very Wrong,-18C
@@ -179,7 +248,6 @@ How much did the United Nations spend per refugee per day on average, in the res
 93,"How many countries have ratified the Law of the Sea, a UN convention introduced in 1982? (There are 195 countries.)",en-US,49 countries,Very Wrong,109 countries,Wrong,169 countries,Correct,169 countries
 1497,What share of all fish caught for food across the world comes from fish farming?,en-US,Roughly 10%,Very Wrong,Roughly 35%,Wrong,Roughly 55%,Correct,Roughly 55%
 1520,What happened to the total volume of fish caught in the wild every year during the past 20 years?,en-US,It decreased by roughly 30%,Wrong,It stayed about the same,Correct,It increased by roughly 30%,Very Wrong,It stayed about the same
-1521,"When biologists started counting fish in the oceans in 1950, around 1% of existing fish stocks were overexploited. By 2019 this share was...",en-US,...around 5%,Very Wrong,...around 20%,Wrong,...more than 35%,Correct,...more than 35%
 1712,"Before countries signed the High Seas Treaty in March 2023, around 1% of international oceans were protected. What number does the new agreement aim to achieve?",en-US,Around 5%,Very Wrong,Around 15%,Wrong,Around 30%,Correct,Around 30%
 98,"When counting the total body weight of all mammals in the world, roughly how much comes from wild mammals?",en-US,Around 5%,Correct,Around 25%,Wrong,Around 50%,Very Wrong,Around 5%
 99,What share of all agricultural land worldwide is used for feeding animals?,en-US,Roughly 25%,Very Wrong,Roughly 50%,Wrong,Roughly 80%,Correct,Roughly 80%
@@ -204,38 +272,30 @@ How much did the United Nations spend per refugee per day on average, in the res
 1568,"Of all firearms in the world, what share is owned by civilians?",en-US,Roughly 25%,Very Wrong,Roughly 55%,Wrong,Roughly 85%,Correct,Roughly 85%
 1702,"Worldwide, how many homicide victims are men?",en-US,Around 40%,Very Wrong,Around 60%,Wrong,Around 80%,Correct,Around 80%
 1724,"Of all the journalists in prison globally at the end of 2017, around 20% were in Russia, China, Iran, Myanmar and Belarus combined. What was this figure in 2022?",en-US,Around 23%,Very Wrong,Around 38%,Wrong,Around 53%,Correct,Around 53%
-19,The governments of high-income countries get how much of their revenue from customs and import duties?,en-US,Around 2%,Correct,Around 12%,Wrong,Around 22%,Very Wrong,Around 2%
 112,What share of the least developed countries in the world have foreign investment promotion agencies?,en-US,20%,Very Wrong,50%,Wrong,80%,Correct,80%
-111,"Of all financial aid received by the least developed countries, how much comes from charity and philanthropy?",en-US,Around 5%,Correct,Around 25%,Wrong,Around 50%,Very Wrong,Around 5%
 110,"Of all education costs in the world, how much is paid by governments?",en-US,Around 40%,Very Wrong,Around 60%,Wrong,Around 80%,Correct,Around 80%
 108,"In high-income countries during the past 40 years, what happened to the top marginal income taxes that apply to the richest 0.1% of the population?",en-US,They were cut by one third,Correct,They stayed roughly the same,Wrong,They increased by one third,Very Wrong,They were cut by one third
 1624,"Compared to the total international aid from rich governments in 2022, how much money did migrants across the world transfer back home to their countries of origin?",en-US,Less than 10% of total aid,Very Wrong,Around 30% of total aid,Wrong,More than 200% of total aid,Correct,More than 200% of total aid
-1642,"When UNICEF bought child vaccines in 2018, what price did they pay on average, compared to the price paid by high-income countries like Germany and USA?",en-US,More than twice the price,Very Wrong,Roughly half the price,Wrong,Less than 20% of the price,Correct,Less than 20% of the price
 1648,What share of the members of the World Trade Organization are low- and middle-income countries?,en-US,Around 25%,Very Wrong,Around 45%,Wrong,Around 65%,Correct,Around 65%
 1651,Which free trade area includes the most countries?,en-US,North Atlantic Free Trade Agreement (NAFTA),Very Wrong,African Continental Free Trade Area,Correct,The European Union,Wrong,African Continental Free Trade Area
 1687,The US has 4% of the world's population. What share of votes does it have when the World Bank decides on development loans to poorer countries?,en-US,16%,Correct,36%,Wrong,56%,Very Wrong,16%
 1705,Charities and governments across the world give money to the least developed countries. When comparing the total amounts given…,en-US,Charities give 20 times more,Very Wrong,Governments give 20 times more,Correct,They give roughly the same,Wrong,Governments give 20 times more
 1616,How much of the economy of low-income countries comes from money transferred from citizens living abroad?,en-US,Roughly 6%,Correct,Roughly 26%,Wrong,Roughly 46%,Very Wrong,Roughly 6%
-1505,"According to the United Nations, the world population will increase by another 2.4 billion people by 2100. The main reason is that there will be more…",en-US,children (below age 15),Very Wrong,adults (age 15 to 74),Correct,very old (above age 75),Wrong,adults (age 15 to 74)
-1504,What share of the world’s population lives in countries where women on average have less than 3 babies?,en-US,40%,Very Wrong,60%,Wrong,80%,Correct,80%
-1506,"There are 2 billion children in the world today, aged 0-14 years old. How many children will there be in the year 2100 according to the United Nations?",en-US,4 billion,Very Wrong,3 billion,Wrong,2 billion,Correct,2 billion
-1593,The total number of old people worldwide (age 65+) is expected to increase by 800 million by 2050. How much of the increase will happen in high-income countries?,en-US,15%,Correct,35%,Wrong,55%,Very Wrong,15%
-56,"Today, 65% of the world’s population are of working age (15-64 years old). What do UN experts think this number will be in 2100?",en-US,50%,Wrong,60%,Correct,70%,Very Wrong,60%
-1622,There are currently 8 billion people on Earth. How many people do UN experts think there will be in 2100?,en-US,Around 10.5 billion,Correct,Around 16.5 billion,Wrong,Around 22.5 billion,Very Wrong,Around 10.5 billion
-1627,"What share of all countries will have fewer people in 2050 than they have today, if current population trends continue?",en-US,5%,Very Wrong,15%,Wrong,25%,Correct,25%
-1631,"Thirty years ago, less than 25% of the world's population lived in middle-income countries. What is the share today?",en-US,Around 15%,Very Wrong,Around 45%,Wrong,Around 75%,Correct,Around 75%
-1654,It took 12 years for the world's population to grow from 6 to 7 billion people. How long did it take from 7 to 8 billion?,en-US,2 years,Very Wrong,7 years,Wrong,12 years,Correct,12 years
-1567,How many of the world’s 195 countries do UN experts expect to decrease in population size between now and 2050?,en-US,Around 10 countries,Very Wrong,Around 30 countries,Wrong,Around 50 countries,Correct,Around 50 countries
 39,How many child refugees attended primary school in 2021?,en-US,Less than 20%,Very Wrong,Around 40%,Wrong,More than 60%,Correct,More than 60%
 1594,"At the end of 2022, the world population was roughly 8 billion people. How many were international refugees, asylum seekers or displaced abroad by humanitarian crises?",en-US,46 million (0.6%),Correct,480 million (6%),Wrong,720 million (9%),Very Wrong,46 million (0.6%)
 1662,"In 2018, what share of refugee-hosting countries allowed refugees the right to work?",en-US,Around 10%,Very Wrong,Around 30%,Wrong,Around 45%,Correct,Around 45%
-1663,"Among university-educated refugees in the EU in 2019 who were employed, how many of them were overqualified for their jobs?",en-US,Around 20%,Very Wrong,Around 40%,Wrong,Around 60%,Correct,Around 60%
 1670,"In 2022, around 10% of the world's population live in low-income countries. What share of the global refugee population live there?",en-US,Less than 20%,Correct,Around 35%,Wrong,More than 50%,Very Wrong,Less than 20%
 1673,"In 2000, around 20% of all refugees worldwide fled to a high-income country. What was the number in 2021 (right before the war in Ukraine)?",en-US,Around 20%,Correct,Around 30%,Wrong,Around 40%,Very Wrong,Around 20%
 1674,"In Uganda, Bangladesh, Colombia, and Türkiye, there were a total of 0.4 million refugees and migrants from humanitarian crises in 2010. What was the number in 2022?",en-US,Around 1 million,Very Wrong,Around 5 million,Wrong,Around 9 million,Correct,Around 9 million
 1675,"Of all Syrian refugees in Egypt, Lebanon, Jordan and Iraq in 2022, how many said they couldn't afford their basic needs, such as food, medicine and housing?",en-US,Around 30%,Very Wrong,Around 60%,Wrong,Around 90%,Correct,Around 90%
 1677,"In 1990, people and governments gave $1.3 billion to UNHCR to help refugees across the world. How much was given in 2022? (UNHCR is the United Nations Refugee Agency. The amounts are adjusted for inflation.)",en-US,Slightly less,Very Wrong,2 times more,Wrong,5 times more,Correct,5 times more
 1723,"Where do the majority of people who are forced to flee their homes due to conflict, persecution or disaster move to?",en-US,Neighboring countries,Wrong,Stay within their own country,Correct,High-income countries,Very Wrong,Stay within their own country
+1515,What is the life expectancy of the world population?,en-US,50 years,Very Wrong,60 years,Wrong,70 years,Correct,70 years
+1514,Where does the majority of the world population live?,en-US,Low-income countries,Wrong,Middle-income countries,Correct,High-income countries,Very Wrong,Middle-income countries
+1518,"Tigers, Giant Pandas and Mountain Gorillas were listed as threatened species in 1996. Since then, have any of these species become more critically endangered?",en-US,None of them,Correct,One of them,Wrong,Two of them,Very Wrong,None of them
+1519,"The global climate experts believe that, over the next 100 years, the average temperature will:",en-US,Get warmer,Correct,Remain the same,Wrong,Get colder,Very Wrong,Get warmer
+1601,"If all kinds of cancer could be cured, how much longer would lives be on average worldwide?",en-US,Around 3.5 years longer,Correct,Around 11.5 years longer,Wrong,Around 19.5 years longer,Very Wrong,Around 3.5 years longer
+1546,What share of all overweight children under 5 in the world live in Africa?,en-US,Around 5%,Very Wrong,Around 15%,Wrong,Around 25%,Correct,Around 25%
 1525,Eighty percent of all men in the world were in the labor force in 2019. What was the number for women?,en-US,52%,Correct,62%,Wrong,72%,Very Wrong,52%
 35,How many university students worldwide get their degree in their home country (as opposed to abroad)?,en-US,Around 77%,Very Wrong,Around 87%,Wrong,Around 97%,Correct,Around 97%
 36,"Of all primary school teachers in low-income countries, how many are trained?",en-US,30%,Very Wrong,50%,Wrong,70%,Correct,70%
@@ -262,26 +322,45 @@ How much did the United Nations spend per refugee per day on average, in the res
 1570,Which of these risk factors leads to more deaths?,en-US,Dirty water,Very Wrong,Polluted air,Correct,Contaminated food,Wrong,Polluted air
 1703,How many countries (out of 194) participate in some of the World Health Organization’s programmes for child vaccination?,en-US,64,Very Wrong,114,Wrong,194,Correct,194
 30,The low-income countries of today had a life expectancy of 44 years back in 1970. What is it now?,en-US,40 years,Very Wrong,50 years,Wrong,60 years,Correct,60 years
-1632,"Globally, what share of deaths is caused by overweight and obesity?",en-US,Less than 10%,Correct,Around 25%,Wrong,Around 40%,Very Wrong,Less than 10%
-1513,"Between 2005 and 2020, $57 billion was spent on food aid for poor countries. How much was spent researching new crops that could yield more food or survive extreme weather?",en-US,$9 billion,Correct,$39 billion,Wrong,$69 billion,Very Wrong,$9 billion
-1604,How many children in Europe (including Russia and Türkiye) are obese today?,en-US,Around 10%,Correct,Around 25%,Wrong,Around 40%,Very Wrong,Around 10%
-1511,How much of the food eaten by people in Africa is produced in Africa?,en-US,Less than 20%,Very Wrong,Around 50%,Wrong,More than 80%,Correct,More than 80%
-27,How many countries worldwide have holdings of plant genetic materials conserved in genebanks?,en-US,Less than 10,Very Wrong,Around 50,Wrong,Around 100,Correct,Around 100
-29,"In 1995, all countries together spent 4,600 million US dollars on agriculture export subsidies. How much was spent in 2019?",en-US,100 million USD,Correct,"1,000 million USD",Wrong,"10,000 million USD",Very Wrong,100 million USD
-26,"Worldwide, how many children under age 5 are overweight?",en-US,6%,Correct,26%,Wrong,46%,Very Wrong,6%
-28,Which of the following regions has the largest share of children under 5 who are dangerously underweight?,en-US,North Africa & Middle East,Very Wrong,South Asia,Correct,Sub-Saharan Africa,Wrong,South Asia
-25,"For every 100kg of food produced in the world, how much is transported to a different country?",en-US,17kg,Correct,37kg,Wrong,57kg,Very Wrong,17kg
 1686,"Governments sometimes sell land to foreign companies. Since 2009, the total reported number of hectares sold annually worldwide has:",en-US,Dropped to less than half,Correct,Stayed about the same,Wrong,Doubled,Very Wrong,Dropped to less than half
 1725,"Globally, a person with less than $2.15 a day is said to be living in extreme poverty. In the 40 richest countries, the national poverty lines are roughly:",en-US,$5 a day,Very Wrong,$10 a day,Wrong,$20 a day,Correct,$20 a day
 1556,"Worldwide, how many people living in rural areas have some access to electricity?",en-US,Less than 30%,Very Wrong,About 50%,Wrong,More than 70%,Correct,More than 70%
 1530,"Of all people in the world living in extreme poverty, with less than $2 a day, how many live in middle-income countries?",en-US,Around 15%,Very Wrong,Around 30%,Wrong,Around 60%,Correct,Around 60%
 24,How many people in the world cook using stoves that don't produce smoke?,en-US,Around 20%,Very Wrong,Around 45%,Wrong,Around 70%,Correct,Around 70%
 22,How many countries (of 195) have some form of social security benefits for people with disabilities?,en-US,46,Very Wrong,116,Wrong,186,Correct,186
-6,How many people in the world have access to safe drinking water within 30 minutes of their home?,en-US,Around 50%,Very Wrong,Around 70%,Wrong,Around 90%,Correct,Around 90%
+1527,"During the last 70 years, there were roughly 135 armed conflicts between sovereign countries. What was the number in the 70 years before that?",en-US,Fewer than 80,Very Wrong,Around 130,Wrong,More than 180,Correct,More than 180
+1744,"In 1990, around 17% of all electricity produced worldwide came from nuclear energy. What is that number today?",en-US,10%,Correct,25%,Wrong,40%,Very Wrong,10%
+1743,"In the year 2000, more than 20% of the world's population did not have any access to electricity. What is the share today?",en-US,Around 10%,Correct,Around 20%,Wrong,Around 30%,Very Wrong,Around 10%
+1742,"In the poorest 25 countries, how many more children die among the poorest 20% of the population, compared to the richest 20%?",en-US,Around 5 times more,Correct,Around 30 times more,Wrong,Around 60 times more,Very Wrong,Around 5 times more
+1739,"In 2010, 1.1 billion people did not have access to electricity. What has happened to this number since then?",en-US,It decreased by 30%,Correct,It stayed the same,Wrong,It increased by 30%,Very Wrong,It decreased by 30%
+1554,How many companies globally are partially owned by women?,en-US,Around 5%,Very Wrong,Around 15%,Wrong,Around 30%,Correct,Around 30%
+1698,"In the European Union, for every 100,000 babies that are born, around six women die during pregnancy, while giving birth or shortly after. What is this figure in the United States?",en-US,About the same,Very Wrong,Double,Wrong,Over three times more,Correct,Over three times more
+1704,NATO members committed to spend a minimum share of their countries’ total incomes (GDP) each year on defense. What is that figure?,en-US,2%,Correct,8%,Wrong,22%,Very Wrong,2%
+1700,Graphite is used in electric-vehicle batteries and dysprosium is used in electric-vehicle motors. What share of those materials is processed in China?,en-US,Around 25%,Very Wrong,Around 65%,Wrong,Close to 100%,Correct,Close to 100%
+1714,Child mortality in Latin America today is at the same level it was in the United States in what year?,en-US,1900,Very Wrong,1940,Wrong,1980,Correct,1980
+1713,"Between 1990 and 2022 the average income in the U.S increased 60%, adjusted for inflation. What happened to the average income in Latin America?",en-US,Decreased 15%,Very Wrong,Increased 5%,Wrong,Increased 55%,Correct,Increased 55%
+1588,How many of the world's 250 largest companies (by revenue) are now reporting on sustainability each year?,en-US,Around 35%,Very Wrong,Around 65%,Wrong,Around 95%,Correct,Around 95%
 1671,"In the next 30 years, UN experts expect the world’s urban population to grow to 6.7 billion people. What do they think will happen to the rural population in that period?",en-US,It will decrease around 10%,Correct,It will stay about the same,Wrong,It will increase around 10%,Very Wrong,It will decrease around 10%
-20_text,"There are roughly eight billion people in the world today. If we split the world into four regions, how many people live in each region?",en-US,"1 billion in the Americas, 1 billion in Europe, 2 billion in Africa, 4 billion in Asia",Wrong,"1 billion in the Americas, 1 billion in Europe, 1 billion in Africa, 5 billion in Asia",Correct,"2 billion in the Americas, 1 billion in Europe, 1 billion in Africa, 4 billion in Asia",Very Wrong,"1 billion in the Americas, 1 billion in Europe, 1 billion in Africa, 5 billion in Asia"
-1729_text,"If we split the world population into three income groups, less than $2/day between $2/day and $24/day, and more than $24/day. Which option, A, B or C, best shows the groups' sizes in 2022?",en-US,"50% less than $2/day, 20% between $2/day and $24/day, and 30% more than $24/day",Very Wrong,"30% less than $2/day, 40% between $2/day and $24/day, and 30% more than $24/day",Wrong,"10% less than $2/day, 70% between $2/day and $24/day, and 20% more than $24/day",Correct,"10% less than $2/day, 70% between $2/day and $24/day, and 20% more than $24/day"
-1501_text,"Out of 195 countries in the world, how many are members of the United Nations?",en-US,93,Very Wrong,143,Wrong,193,Correct,193
-1666_text,"People in high-income countries emit different amounts of CO2 depending on how rich they are. Going from the poorest 10% to the richest 10%, in 10% increments, which of the options accurately explains the change in emissions?",en-US,The amount of emissions gradually decreases from the poorest 10% to the richest 10%,Very Wrong,The amount evenly increases from the poorest 10% to the richest 10%,Wrong,"The amount evenly increases from the poorest to the richest, until the richest 10% where it increases rapidly",Correct,"The amount evenly increases from the poorest to the richest, until the richest 10% where it increases rapidly"
-1591_text,"Which answer best describes how the average temperature in the atmosphere has changed over the last 40 years, below and above 12km?",en-US,"The temperature in the atmosphere increased, both above and below 12km",Wrong,The temperature in the atmosphere decreased above 12km but increased below 12km,Correct,The temperature in the atmosphere increased above 12km but decreased below 12km,Very Wrong,The temperature in the atmosphere decreased above 12km but increased below 12km
-1507_text,"In 1992, 56 journalists were reported killed. What has happened since then?",en-US,"Increased sharply, to 463 killings in 2022",Very Wrong,Increased to 257 killings in 2022,Wrong,"Stayed roughly the same, with 67 killings in 2022",Correct,"Stayed roughly the same, with 67 killings in 2022"
+1701,Which of the following options cause most deaths in Latin America and the Caribbean?,en-US,Drugs and Violence,Very Wrong,Heart Disease & Strokes,Correct,Diabetes and Undernourishment,Wrong,Heart Disease & Strokes
+1614,"In the year 2000, the exports from high-income countries were worth 4 times more than those from all other countries combined. What was that figure in 2022?",en-US,High-income export around 2 times more,Correct,High-income export around 20 times more,Wrong,High-income export around 40 times more,Very Wrong,High-income export around 2 times more
+1679,"Worldwide, between 2000 and 2010, there were 140 journalists in prison each year on average. How many were there in 2022?",en-US,About the same,Very Wrong,50% more,Wrong,150% more,Correct,150% more
+1615,What share of people in low-income countries live in extreme poverty (with less than $2 a day)?,en-US,Around 50%,Correct,Around 70%,Wrong,Around 90%,Very Wrong,Around 50%
+1602,What happened to the suicide rate in the European Union between 1999 and 2019?,en-US,Decreased by 25%,Correct,Stayed about the same,Wrong,Increased by 25%,Very Wrong,Decreased by 25%
+1609,Which of these represent the largest flow of money to Africa?,en-US,Direct Investment by foreign companies,Very Wrong,Development Aid from foreign governments,Wrong,Remittance transfers from Africans abroad,Correct,Remittance transfers from Africans abroad
+1606,How many 15-year-old boys drink alcohol weekly in Europe (including Russia and Türkiye)?,en-US,Around 15%,Correct,Around 30%,Wrong,Around 45%,Very Wrong,Around 15%
+1540,"In 2019, how many people worldwide died from infections that were resistant to antibiotics?",en-US,Around 10 thousand deaths,Very Wrong,Around 100 thousand deaths,Wrong,More than 1 million deaths,Correct,More than 1 million deaths
+1572,"Of all children born in low-income countries in 1990, about 18% died before their 5th birthday. What is the number today?",en-US,Less than 10%,Correct,Around 20%,Wrong,More than 30%,Very Wrong,Less than 10%
+1569,"Worldwide, how many children under 5 are dangerously underweight because of lack of food or serious illness?",en-US,Around 8%,Correct,Around 28%,Wrong,Around 48%,Very Wrong,Around 8%
+1564,"In the year 1800, 98% of all energy consumption came from traditional biofuels (such as burning wood and agricultural waste biomass). What is the share today?",en-US,Less than 10%,Correct,Around 25%,Wrong,More than 50%,Very Wrong,Less than 10%
+1565,"During the past 120 years, roughly 20% of all violent activist campaigns worldwide succeeded in achieving some regime change. What share of non-violent campaigns succeed?",en-US,Around 5%,Very Wrong,Around 25%,Wrong,Around 50%,Correct,Around 50%
+1566,"Of all money used by governments in rich countries, how much is given as international aid to poorer countries?",en-US,Around 0.5%,Correct,Around 2.5%,Wrong,Around 6.5%,Very Wrong,Around 0.5%
+1559,"Between 2013 and 2020, the amount of methamphetamine (an illegal drug) that was seized by customs worldwide…",en-US,Remained about the same,Very Wrong,Almost doubled,Wrong,More than tripled,Correct,More than tripled
+1557,In what share of all countries is homosexuality legal?,en-US,Around 25%,Very Wrong,Around 45%,Wrong,Around 65%,Correct,Around 65%
+1508,"Globally, how many people suffer from depression, according to the World Health Organization?",en-US,Around 5%,Correct,Around 25%,Wrong,Around 45%,Very Wrong,Around 5%
+1555,"Roughly how much is the minimum wage for a day’s work across the USA, Canada, Australia, New Zealand and the European Union, on average?",en-US,Around $15 a day,Very Wrong,Around $30 a day,Wrong,Around $60 a day,Correct,Around $60 a day
+1551,"In 1970, 30% of all energy used in the world came from burning coal. What happened to that share since then?",en-US,It almost halved,Wrong,It stayed about the same,Correct,It almost doubled,Very Wrong,It stayed about the same
+1552,42% of all university teachers in high-income countries are women. What is the share in middle-income countries?,en-US,15%,Very Wrong,30%,Wrong,45%,Correct,45%
+1549,"Worldwide, 22% of children are much shorter than average because they’ve had too little food sometime during their first five years of life. What is that number in Sub-Saharan Africa?",en-US,32%,Correct,52%,Wrong,72%,Very Wrong,32%
+1544,What share of the population in towns and cities in Sub-Saharan Africa have some access to electricity?,en-US,Around 25%,Very Wrong,Around 50%,Wrong,Around 75%,Correct,Around 75%
+1541,"What would it cost to install clean water and sanitation in all healthcare facilities in the 46 poorest countries, expressed as % of total international aid in 2020:",en-US,Around 5%,Correct,Around 55%,Wrong,Around 105%,Very Wrong,Around 5%
+1539,"In low-income countries, around 45% of all deaths are caused by infections. What is the number in high-income countries?",en-US,Around 5%,Correct,Around 15%,Wrong,Around 35%,Very Wrong,Around 5%
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202408291204_gpt-4o-2024-08-06_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202408291204_gpt-4o-2024-08-06_en-US.yaml
new file mode 100644
index 0000000..90bc898
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202408291204_gpt-4o-2024-08-06_en-US.yaml
@@ -0,0 +1,1589 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-08-06
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: OpenAI
+      model_id: gpt-4o-2024-08-06
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202408310828_vertex_ai_claude-3-5-sonnet@20240620_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202408310828_vertex_ai_claude-3-5-sonnet@20240620_en-US.yaml
new file mode 100644
index 0000000..d5b22b0
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202408310828_vertex_ai_claude-3-5-sonnet@20240620_en-US.yaml
@@ -0,0 +1,1589 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-08-06
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: Anthropic
+      model_id: vertex_ai/claude-3-5-sonnet@20240620
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202409102304_fireworks_ai_accounts_fireworks_models_llama-v3p1-405b-instruct_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202409102304_fireworks_ai_accounts_fireworks_models_llama-v3p1-405b-instruct_en-US.yaml
new file mode 100644
index 0000000..036a249
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202409102304_fireworks_ai_accounts_fireworks_models_llama-v3p1-405b-instruct_en-US.yaml
@@ -0,0 +1,1657 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-08-06
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: llama3_evaluator
+  model_name: fireworks_ai/accounts/fireworks/models/llama-v3p1-405b-instruct
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/claude-3-5-sonnet@20240620
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: Meta
+      model_id: fireworks_ai/accounts/fireworks/models/llama-v3p1-405b-instruct
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202409211350_qwen-max-2024-09-19_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202409211350_qwen-max-2024-09-19_en-US.yaml
new file mode 100644
index 0000000..72cc884
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202409211350_qwen-max-2024-09-19_en-US.yaml
@@ -0,0 +1,1657 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-08-06
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gpt4_eval_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/gemini-pro-experimental
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gemini_eval_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/claude-3-5-sonnet@20240620
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: claude_eval_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: Alibaba
+      model_id: qwen-max-2024-09-19
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202411221101_xai_grok-beta_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202411221101_xai_grok-beta_en-US.yaml
new file mode 100644
index 0000000..26ef6b2
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202411221101_xai_grok-beta_en-US.yaml
@@ -0,0 +1,1657 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-11-20
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gpt4_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/claude-3-5-sonnet@20240620
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: claude_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/gemini-1.5-pro-002
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gemini_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: XAI
+      model_id: xai/grok-beta
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202412052345_fireworks_ai_accounts_fireworks_models_llama-v3p1-405b-instruct_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202412052345_fireworks_ai_accounts_fireworks_models_llama-v3p1-405b-instruct_en-US.yaml
new file mode 100644
index 0000000..f8c3f11
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202412052345_fireworks_ai_accounts_fireworks_models_llama-v3p1-405b-instruct_en-US.yaml
@@ -0,0 +1,1657 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-11-20
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gpt4_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/claude-3-5-sonnet@20240620
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: claude_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/gemini-1.5-pro-002
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gemini_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: Meta
+      model_id: fireworks_ai/accounts/fireworks/models/llama-v3p1-405b-instruct
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202412052345_gpt-4o-2024-08-06_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202412052345_gpt-4o-2024-08-06_en-US.yaml
new file mode 100644
index 0000000..0c39389
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202412052345_gpt-4o-2024-08-06_en-US.yaml
@@ -0,0 +1,1657 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-11-20
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gpt4_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/claude-3-5-sonnet@20240620
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: claude_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/gemini-1.5-pro-002
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gemini_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: OpenAI
+      model_id: gpt-4o-2024-08-06
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202412052345_vertex_ai_claude-3-5-sonnet@20240620_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202412052345_vertex_ai_claude-3-5-sonnet@20240620_en-US.yaml
new file mode 100644
index 0000000..29120a9
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202412052345_vertex_ai_claude-3-5-sonnet@20240620_en-US.yaml
@@ -0,0 +1,1657 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-11-20
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gpt4_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/claude-3-5-sonnet@20240620
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: claude_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/gemini-1.5-pro-002
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gemini_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: Anthropic
+      model_id: vertex_ai/claude-3-5-sonnet@20240620
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202412060713_qwen-max-2024-09-19_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202412060713_qwen-max-2024-09-19_en-US.yaml
new file mode 100644
index 0000000..1f64ed0
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202412060713_qwen-max-2024-09-19_en-US.yaml
@@ -0,0 +1,1657 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-11-20
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gpt4_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/claude-3-5-sonnet@20240620
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: claude_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/gemini-1.5-pro-002
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gemini_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: Alibaba
+      model_id: qwen-max-2024-09-19
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202412061047_vertex_ai_gemini-1-5-pro-002_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202412061047_vertex_ai_gemini-1-5-pro-002_en-US.yaml
new file mode 100644
index 0000000..e9833b3
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202412061047_vertex_ai_gemini-1-5-pro-002_en-US.yaml
@@ -0,0 +1,1657 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-11-20
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gpt4_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/claude-3-5-sonnet@20240620
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: claude_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/gemini-1.5-pro-002
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gemini_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: Google
+      model_id: vertex_ai/gemini-1.5-pro-002
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_configurations/experiment_202412061914_xai_grok-beta_en-US.yaml b/automation-api/yival_experiments/experiment_configurations/experiment_202412061914_xai_grok-beta_en-US.yaml
new file mode 100644
index 0000000..26ef6b2
--- /dev/null
+++ b/automation-api/yival_experiments/experiment_configurations/experiment_202412061914_xai_grok-beta_en-US.yaml
@@ -0,0 +1,1657 @@
+custom_wrappers:
+  model_config_wrapper:
+    class: ./custom_configuration/model_config_wrapper.ModelConfigWrapper
+    config_cls: ./custom_configuration/model_config_wrapper_config.ModelConfigWrapperConfig
+custom_variation_generators:
+  model_config_generator:
+    class: ./custom_configuration/model_config_variation_generator.ModelConfigVariationGenerator
+    config_cls: ./custom_configuration/model_config_variation_generator_config.ModelConfigVariationGeneratorConfig
+custom_evaluators:
+  gpt4_evaluator:
+    class: ./custom_configuration/gpt4_evaluator.GPT4Evaluator
+    config_cls: ./custom_configuration/gpt4_evaluator_config.GPT4EvaluatorConfig
+  vertex_ai_evaluator:
+    class: ./custom_configuration/vertex_ai_evaluator.VertexAIEvaluator
+    config_cls: ./custom_configuration/vertex_ai_evaluator_config.VertexAIEvaluatorConfig
+  llama3_evaluator:
+    class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
+    config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
+custom_function: model_compare.model_compare
+dataset:
+  source_type: dataset
+  file_path: data/questions_en-US.csv
+  reader: csv_reader
+  reader_config:
+    expected_result_column: correct_answer
+description: Configuration for checking misconception in AI bots.
+evaluators:
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: gpt4_evaluator
+  model_name: gpt-4o-2024-11-20
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gpt4_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/claude-3-5-sonnet@20240620
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: claude_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: vertex_ai_evaluator
+  model_name: vertex_ai/gemini-1.5-pro-002
+  prompt: |-
+    You are assessing a submitted answer on a given task based on a criterion. Here is the data:
+    - Task: Answer a question.
+    - Is the answer correct?
+    [Input]: {question_text}
+    Possible Options and Correctness of Options:
+    A. {option_a} ({option_a_correctness})
+    B. {option_b} ({option_b_correctness})
+    C. {option_c} ({option_c_correctness})
+    [Result]: {raw_output}
+    [Assessment requirements]:
+    Assess the answer by selecting one of the following options. Please note that the question was asked in some context so the answer would contain some more contextual information. You should conclude which option this answer has chosen.
+    A The answer looks like some kind of exception / error message; or it's an equivocal answer; or it doesn't answer to the question at all.
+    B The answer is not correct, and matches/is close to the Very Wrong answer.
+    C The answer is not correct, and matches/is close to the Wrong answer.
+    D The answer is correct, i.e. matches the Correct answer.
+  choices:
+  - A
+  - B
+  - C
+  - D
+  description: Is the answer correct?
+  choice_scores:
+    A: 0
+    B: 1
+    C: 2
+    D: 3
+  scale_description: 0-3
+  display_name: gemini_correctness
+- evaluator_type: individual
+  metric_calculators:
+  - method: AVERAGE
+  name: simple_evaluator
+variations:
+- name: model_config
+  generator_name: model_config_generator
+  generator_config:
+    models:
+    - vendor: XAI
+      model_id: xai/grok-beta
+      params:
+        temperature: 0.01
+      round: 1
+- name: prompt_template
+  variations:
+  - variation_id: no_option_letter
+    value_type: str
+    instantiated_value: "Question:\n{question_text}\nIs it: {option_a};  {option_b};\
+      \ or {option_c}? \n\nAnswer:"
+    value: "Question:\n{question_text}\nIs it: {option_a};  {option_b}; or {option_c}?\
+      \ \n\nAnswer:"
+  - variation_id: v_sensetive
+    value_type: str
+    instantiated_value: "I know some people find this question sensitive. What would\
+      \ you say is the correct answer, if you have to choose A,B or C?\nQuestion:\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I know some people find this question sensitive. What would you say is\
+      \ the correct answer, if you have to choose A,B or C?\nQuestion: \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_pick_most_correct
+    value_type: str
+    instantiated_value: "Please pick the answer you think is most correct, A, B or\
+      \ C.  \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "Please pick the answer you think is most correct, A, B or C.  \n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_nobody_knows
+    value_type: str
+    instantiated_value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+    value: |-
+      Nobody knows the exact answer to this question:
+      {question_text}
+      But even if we can't know for sure, which of these options seems most likely to you:
+      {option_a};  {option_b}; or {option_c}?
+  - variation_id: v_help_me_guess
+    value_type: str
+    instantiated_value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I don't know the answer to this question. Please help me guess:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_most_are_wrong_why
+    value_type: str
+    instantiated_value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Most people answer this wrongly. Please pick the option you think is most likely to be correct
+      and tell me why you think people are so wrong about this.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reasoning
+    value_type: str
+    instantiated_value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+    value: |-
+      I was asked this question:
+      {question_text}
+      The answer could be: {option_a}
+      or: {option_b}
+      or maybe the answer is
+      {option_c}
+      I really don't know.
+      Please help guess, and also describe why you think so.
+  - variation_id: v_deduction_two_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in two clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_three_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in three clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_deduction_four_steps
+    value_type: str
+    instantiated_value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please answer this question with the option you think is most correct, and describe in four clear steps how you came to that conclusion:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_convince_friend
+    value_type: str
+    instantiated_value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      My friend answers this question wrongly.
+      Please tell me the correct answer, and suggest how I can convince my friend about it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_reason_statistically
+    value_type: str
+    instantiated_value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain how to reason statistically to answer this precise question correctly:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_who_explain
+    value_type: str
+    instantiated_value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      How would you explain to someone who don't get it, what's the correct answer to this question and why:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_simplest_explanation
+    value_type: str
+    instantiated_value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      What's the simplest explanation behind the correct answer of this question:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_truth
+    value_type: str
+    instantiated_value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I want to know the true answer to this:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_cant_believe_it
+    value_type: str
+    instantiated_value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Somebody asked me this today, and I can't believe the correct answer. Can you explain why this is so?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_math
+    value_type: str
+    instantiated_value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the questions and then please explain the math behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_socioeconomic_reality
+    value_type: str
+    instantiated_value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First suggest which is the most likely answer to this question and then please explain the socio-ecomic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_economic_reality
+    value_type: str
+    instantiated_value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I know it might be difficult but please try answer this question by picking one of the options, and then please explain the economic reality behind that answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_political_reality
+    value_type: str
+    instantiated_value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      First answer the question and then please explain the political reality behind the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_child
+    value_type: str
+    instantiated_value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm helping a child answer this question, what is the correct answer and how can I explain it to her?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_exact_then_abc
+    value_type: str
+    instantiated_value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Start by telling me what you think is the exact answer to this question, or why it can't be answered exactly:
+      {question_text}
+      And then tell me which of these options (A, B or C) you would choose if you had to pick one:
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_think_most_answer
+    value_type: str
+    instantiated_value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Tell me the correct answer to this question and what you think most people answer.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_awareness_campaign
+    value_type: str
+    instantiated_value: "People need to know the answer to this question. Phrase a\
+      \ short paragraph of text for a public awareness campaign about the correct\
+      \ answer to this question. \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+    value: "People need to know the answer to this question. Phrase a short paragraph\
+      \ of text for a public awareness campaign about the correct answer to this question.\
+      \ \n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: v_as_a_science_exhibition
+    value_type: str
+    instantiated_value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm preparing a science exhibition about the fact that is the correct answer to this question. (And tell me which option is correct.)
+      How can I describe the right answer in my poster? {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_museum_poster
+    value_type: str
+    instantiated_value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      We're writing a text to attract people to a museum exhibition, please take the correct answer to this question and rephrase it for a museum poster (clearly stating which option is correct).
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_title
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a headline of a news article, conveying the fact (with the exact number in the correct option) in the title so it's clear which option is correct and without any overdramtic language or calls to action
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_news_reporter
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a very neutral sounding TV news reporter would say it as an announcement of new data.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_talkshow
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a talkshow host would say it, but remember to make it clear what is the right option.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_media_post
+    value_type: str
+    instantiated_value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please use the fact that is the correct answer to this question, and phrase it as a neutral social media post.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_high_school_teacher
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a high school teacher would say it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_political_speach
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a political speech.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_an_activist
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as an activist would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_layman_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it in layman terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_with_academic_terms
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it with very advanced academic terms.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_governmental_info_campaign
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and phrase it as a sentence in a political speach.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_without_numbers
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it without numbers. (Include the letter of the correct option.)
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_recepie
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and say it as a recepie: what do you combine to get this result?
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_social_sciense_textbook
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a paragraph in a textbook would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_professor
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a professor would put it.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_as_a_statistician
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain it as a statistician would.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_contrafactual
+    value_type: str
+    instantiated_value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please take the correct answer to this question and explain why the contrary answer can't be true.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_emotions
+    value_type: str
+    instantiated_value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People have strong emotions about this. Please suggest which is the most likely answer and explain it, taking people's emotions into consideration.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_intuition
+    value_type: str
+    instantiated_value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Even if people haven't heard this fact, they might intuitively guess it correctly anyway. Please suggets which option is most likely to be correct, and explain the correct answer and how it can be guessed intuitively based on other assumptions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_media_distortion
+    value_type: str
+    instantiated_value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+    value: |-
+      Do you think most people are correct about this fact based on how it is represented in the media? Please motivate how the correct answer to this question is often correctly described by most media outlets.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      Firts of all guess what is the correct answer to this question.
+  - variation_id: v_short
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+    value: |-
+      Please explain the correct answer to this question as short as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+      But first of all try guess what is the correct answer to this question.
+  - variation_id: v_detailed
+    value_type: str
+    instantiated_value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Please explain the correct answer to this questions as detailed as possible:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: v_opinon
+    value_type: str
+    instantiated_value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      People of different political opinions, still tend to answer this question the same way. Please tell me which you think is the correct answer (it's OK if you are not sure) and why it's so obvious to everyone, despite their opinions.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_journalists
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to railway workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_teachers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to teachers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_nurses
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to nurses, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_doctors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to doctors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bus_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to buss drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_office_workers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to office workers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bankers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bankers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_shopkeepers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to shopkeepers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_authors
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to authors, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_truck_drivers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to truck drivers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_bakers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to bakers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_farmers
+    value_type: str
+    instantiated_value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Explain to me why the correct answer to this question matters to farmers, and give me a simple phrasing of the correct answer, including the numbers, which they will understand: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_prime_ministers
+    value_type: str
+    instantiated_value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      If prime ministers only knew this fact! Suggest a way to explain the correct answer to this question, including the exact number of the correct option,  in a way that can help a prime minister understand why it matters: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: occupation_cleaners
+    value_type: str
+    instantiated_value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      Write a short letter to a cleaner, so he understands, what is the correct answer and why the correct answer to this question matters to him: {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_billionaire
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a billionaire.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_homeless
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a homeless person.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_middle
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the middle-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_upper
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the upper-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_working
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the working-class.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: class_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is form the upper-class, the midde-class or working-class.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, regardless of their class background:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: economy_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know if he or she is rich or poor, or inbetween.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, whatever economic background they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_asia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Asia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_africa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Africa.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_lat_america
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Latin America.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_europe
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Europe.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_usa
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from the U.S.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_soviet
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person who grew up in the former Soviet Union.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_china
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from China.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_india
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from India.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_nigeria
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Nigeria.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_russia
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Russia.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_brazil
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person from Brazil.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: geo_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know where he or she comes from.
+      Please suggest an explanation in a way that doesn't inadvertently offend anyone, wherever they come from:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_adhd
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with ADHD.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: mental_depression
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person suffering from depression.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_low
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with low IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: iq_high
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person with high IQ.
+      Please suggest an explanation that he can easily relate to and understand the correct answer:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_man
+    value_type: str
+    instantiated_value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a man, and I need to explain the correct answer to this question to a woman.
+      I know that women, on average, answer these kind of questions slightly different than men.
+      Please suggest an explanation so that she can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_woman
+    value_type: str
+    instantiated_value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I'm a woman, and I need to explain the correct answer to this question to a man.
+      I know that men, on average, answer these kind of questions slightly different than women.
+      Please suggest an explanation so that he can relate to it and understand the correct answer better:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: gender_unknown
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's gender.
+      Please suggest an explanation in a gender-neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: neutral_tone
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question, without upsetting anyone.
+      Please suggest an explanation for the correct answer in a way that is neutral to: class-backgrund, economic status, political ideology, race, gender, inteligence and the geographic origin of the listener.
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_neutral
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a person, but I don't know the person's political ideology.
+      Please suggest an explanation for the correct answer in a neutral way:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: ideology_capitalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true capitalist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true capitalist. \nPlease suggest an explanation for the correct\
+      \ answer so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_marxist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true marxist. \nPlease suggest how to explain the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true marxist. \nPlease suggest how to explain the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_racist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a racist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a racist. \nPlease suggest an explanation for the correct answer so\
+      \ that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_socialist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a true socialist. \nPlease suggest an explanation\
+      \ for the correct answer so that it really fits well with his other political\
+      \ opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a true socialist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_communist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a communist. \nPlease suggest an explanation for the\
+      \ correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a communist. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_liberterian
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a libertarian, who thinks taxes and the government\
+      \ spending should be as small as possible. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a libertarian, who thinks taxes and the government spending should\
+      \ be as small as possible. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_neoliberal
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is a neoliberal. \nPlease suggest an explanation for\
+      \ the correct answer so that it really fits well with his other political opinions:\n\
+      {question_text}\nA. {option_a}\nB. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is a neoliberal. \nPlease suggest an explanation for the correct answer\
+      \ so that it really fits well with his other political opinions:\n{question_text}\n\
+      A. {option_a}\nB. {option_b}\nC. {option_c}"
+  - variation_id: ideology_environmentalist
+    value_type: str
+    instantiated_value: "I need to explain the correct answer to this question to\
+      \ a friend of mine who is an environmentalist. All he cares about is saving\
+      \ nature. \nPlease suggest an explanation for the correct answer so that it\
+      \ really fits well with his other political opinions:\n{question_text}\nA. {option_a}\n\
+      B. {option_b}\nC. {option_c}"
+    value: "I need to explain the correct answer to this question to a friend of mine\
+      \ who is an environmentalist. All he cares about is saving nature. \nPlease\
+      \ suggest an explanation for the correct answer so that it really fits well\
+      \ with his other political opinions:\n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}"
+  - variation_id: music_hiphop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Hip Hop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_classical
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Classical Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_techno
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Techno Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_country
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Country Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: music_pop
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves Pop Music. Please suggest an explanation of the correct answer which somehow relates the correct answer to that music genre:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_horror
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves horror movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_romantic
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves romantic movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_action
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves action movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: film_comedy
+    value_type: str
+    instantiated_value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+    value: |-
+      I need to explain the correct answer to this question to a friend who loves comedy movies. Please suggest an explanation of the correct answer, which relates to such films:
+      {question_text}
+      A. {option_a}
+      B. {option_b}
+      C. {option_c}
+  - variation_id: oneshot_v_as_a_statistician
+    value_type: str
+    instantiated_value: "Please take the correct answer to a question and explain\
+      \ it as a statistician would.\nexample question:\n\"How many days does it take\
+      \ in Albania to clear exports through customs?\nA. Around 1 day\nB. Around 11\
+      \ days\nC. Around 21 days\"\nExample answer:\n\"According Enterprise Survey\
+      \ by the World Bank, the average time to clear exports through customs, which\
+      \ is the average number of days to clear direct exports through customs, is\
+      \ 1.1 days for Albania. So the correct answer is A. Around 1 day.\"\nPlease\
+      \ follow the same structure and answer this question: \n{question_text}\nA.\
+      \ {option_a}\nB. {option_b}\nC. {option_c}\nAnswer:"
+    value: "Please take the correct answer to a question and explain it as a statistician\
+      \ would.\nexample question:\n\"How many days does it take in Albania to clear\
+      \ exports through customs?\nA. Around 1 day\nB. Around 11 days\nC. Around 21\
+      \ days\"\nExample answer:\n\"According Enterprise Survey by the World Bank,\
+      \ the average time to clear exports through customs, which is the average number\
+      \ of days to clear direct exports through customs, is 1.1 days for Albania.\
+      \ So the correct answer is A. Around 1 day.\"\nPlease follow the same structure\
+      \ and answer this question: \n{question_text}\nA. {option_a}\nB. {option_b}\n\
+      C. {option_c}\nAnswer:"
diff --git a/automation-api/yival_experiments/experiment_defaults.yaml b/automation-api/yival_experiments/experiment_defaults.yaml
index 4ee558b..6a22703 100644
--- a/automation-api/yival_experiments/experiment_defaults.yaml
+++ b/automation-api/yival_experiments/experiment_defaults.yaml
@@ -21,6 +21,9 @@ custom_evaluators:
     class: ./custom_configuration/llama3_evaluator.Llama3Evaluator
     config_cls: ./custom_configuration/llama3_evaluator_config.Llama3EvaluatorConfig
 
+  simple_evaluator:
+    class: ./custom_configuration/simple_evaluator.SimpleEvaluator
+    config_cls: ./custom_configuration/simple_evaluator_config.SimpleEvaluatorConfig
 
 custom_function: model_compare.model_compare
 
diff --git a/automation-api/yival_experiments/notebooks/compare_evaluators.py b/automation-api/yival_experiments/notebooks/compare_evaluators.py
new file mode 100644
index 0000000..c80dbed
--- /dev/null
+++ b/automation-api/yival_experiments/notebooks/compare_evaluators.py
@@ -0,0 +1,60 @@
+import duckdb
+import polars as pl
+
+
+results = pl.read_parquet("../output/results.parquet")
+
+results.columns
+
+df = results.filter(pl.col("model_id").str.contains("llama"))
+
+
+conn = duckdb.connect()
+
+
+simple_eval_check = conn.query("select * from df where simple_evaluator_matching <> auto_mark_correctness")
+simple_eval_check
+simple_eval_check.to_csv("./simple_eval_check.csv")
+
+
+# NEXT: review the query and begin to check results.
+q = """select
+  *
+from
+  df
+where
+  not (
+    llama3_evaluator_correctness = vertex_ai_evaluator_correctness
+    and gpt4_evaluator_correctness = vertex_ai_evaluator_correctness
+  )
+  or (
+    auto_mark_correctness <> 0
+    and (
+      llama3_evaluator_correctness = vertex_ai_evaluator_correctness
+      and gpt4_evaluator_correctness = vertex_ai_evaluator_correctness
+    )
+    and auto_mark_correctness <> gpt4_evaluator_correctness 
+  )
+  or (
+    simple_evaluator_matching <> 0
+    and (
+      llama3_evaluator_correctness = vertex_ai_evaluator_correctness
+      and gpt4_evaluator_correctness = vertex_ai_evaluator_correctness
+    )
+    and simple_evaluator_matching <> gpt4_evaluator_correctness 
+  )
+  
+  """
+
+diffs = conn.query(q)
+
+conn.query("select count(*) from df")
+conn.query("select count(*) from diffs")
+
+diffs.to_csv("to_check_all.csv")
+
+410 / 30780
+
+# FIXME: the simple evaluator seems not working very well?
+# just use the exact matching algo
+
diff --git a/automation-api/yival_experiments/notebooks/result_data_analysis.py b/automation-api/yival_experiments/notebooks/result_data_analysis.py
index a93872a..e7815db 100644
--- a/automation-api/yival_experiments/notebooks/result_data_analysis.py
+++ b/automation-api/yival_experiments/notebooks/result_data_analysis.py
@@ -2,7 +2,7 @@
 #
 # This notebook is for producing tables listed in https://docs.google.com/spreadsheets/d/1ln5ui3f13AfAQkBuEMbNomBXlZLhkQPYVEpBlZjUtu0/edit?pli=1#gid=0
 #
-# Results are from the experiments in Apr and May 2023
+# Latest Update: 2024-10-02
 
 # going to use duckdb
 # %load_ext sql
@@ -10,6 +10,7 @@
 # %sql duckdb://
 
 import pandas as pd
+import polars as pl
 from lib.pilot.helpers import read_ai_eval_spreadsheet, get_questions, get_model_configs, get_prompt_variants
 from lib.config import read_config
 import matplotlib.pyplot as plt
@@ -23,7 +24,10 @@
 
 # results to be analyzed
 # manually download from AI eval spreadsheet.
-result = pd.read_csv('./data/Gapminder AI evaluations - Master Output.csv')
+result = pd.concat([
+    pd.read_csv('./data/Gapminder AI evaluations - Master Output.csv'),
+    # pd.read_csv('./data/Gapminder AI evaluations - Latest Results.csv'),
+])
 
 # load ai eval spreadsheet
 ai_eval_sheet = read_ai_eval_spreadsheet()
@@ -50,28 +54,11 @@
 # from result
 # where model_configuration_id != 'mc026'  -- exclude qwen 1201
 
-# + magic_args="--save result_to_analyze_latest_only" language="sql"
-# select * from result_to_analyze
-# where 
-#     model_configuration_id = 'mc030' 
-#     OR model_configuration_id = 'mc035' 
-#     OR model_configuration_id = 'mc032'
-#     OR model_configuration_id = 'mc033'
-#     OR model_configuration_id = 'mc034'
-
 # + magic_args="--with result_to_analyze --save result_chn_prompt_renamed" language="sql"
 # select
 #    * exclude (prompt_variation_id),
 #    replace(prompt_variation_id, '_zh', '') as prompt_variation_id
 # from result_to_analyze
-# + magic_args="--save result_chn_prompt_renamed_latest_only" language="sql"
-# select * from result_chn_prompt_renamed
-# where 
-#     model_configuration_id = 'mc030' 
-#     OR model_configuration_id = 'mc035' 
-#     OR model_configuration_id = 'mc032'
-#     OR model_configuration_id = 'mc033'
-#     OR model_configuration_id = 'mc034'
 # -
 
 
@@ -166,27 +153,11 @@
 
 
 
+# ## Summary
 
+# ### Correctness Break Down by Model
 
-
-# ## Experiment Total
-
-# + language="sql"
-# select
-#     'AI' as name,
-#     count(*) as total_count,
-#     count(*) filter (result != 'fail') as total_count_exclude_indecisive,
-#     count(*) filter (result = 'correct') / total_count_exclude_indecisive * 100 as correct_rate,
-#     100 - correct_rate as wrong_rate,
-#     count(*) filter (result = 'fail') / total_count * 100 as indecisive_rate
-# from result_to_analyze_latest_only
-# -
-
-
-
-# ### Break down by Model
-
-# + language="sql"
+# + magic_args="result_by_models <<" language="sql"
 # select
 #     m.model_id as model_id,
 #     count(*) as total_count,
@@ -194,103 +165,16 @@
 #     count(*) filter (result = 'correct') / total_count_exclude_indecisive * 100 as correct_rate,
 #     100 - correct_rate as wrong_rate,
 #     count(*) filter (result = 'fail') / total_count * 100 as indecisive_rate
-# from result_to_analyze_latest_only r left join all_models m on r.model_configuration_id = m.model_config_id
+# from result_to_analyze r left join all_models m on r.model_configuration_id = m.model_config_id
 # GROUP BY m.model_id
 # order by correct_rate desc
 # -
+result_by_models_df = result_by_models.DataFrame()
+result_by_models_df
 
 
 
-# ### break down by prompt and prompt family
-
-# + magic_args="by_prompt_family <<" language="sql"
-# select
-#     p.prompt_family as prompt_family,
-#     count(DISTINCT p.variation_id) as number_of_prompts,
-#     -- count(DISTINCT p.variation_id) / 2 as number_of_prompts,  -- uncomment this to treat chinese prompt and english prompt the same.
-#     count(*) as total_count,
-#     count(*) filter (result != 'fail') as total_count_exclude_indecisive,
-#     count(*) filter (result = 'correct') / total_count_exclude_indecisive * 100 as correct_rate,
-#     100 - correct_rate as wrong_rate,
-#     count(*) filter (result = 'fail') / total_count * 100 as indecisive_rate
-# from result_to_analyze_latest_only r left join all_prompts p on r.prompt_variation_id = p.variation_id
-# GROUP BY p.prompt_family
-# ORDER BY correct_rate desc
-# -
-
-by_prompt_family.DataFrame().set_index('prompt_family')
-
-# + magic_args="by_prompt <<" language="sql"
-# select
-#     any_value(p.prompt_family) as prompt_family,
-#     prompt_variation_id,
-#     count(*) as total_count,
-#     count(*) filter (result != 'fail') as total_count_exclude_indecisive,
-#     count(*) filter (result = 'correct') / total_count_exclude_indecisive * 100 as correct_rate,
-#     100 - correct_rate as wrong_rate,
-#     count(*) filter (result = 'fail') / total_count * 100 as indecisive_rate
-# from result_chn_prompt_renamed_latest_only r left join all_prompts p on r.prompt_variation_id = p.variation_id
-# GROUP BY r.prompt_variation_id
-# ORDER BY correct_rate desc
-# -
-
-by_prompt.DataFrame().to_csv('./data/outputs/new_total_by_prompts.csv', index=False)
-
-
-
-
-
-
-
-# ### break down by topics
-
-# + magic_args="by_topics_1 <<" language="sql"
-# select
-#     q.sdg_topic as sdg_topic,
-#     count(DISTINCT q.question_id) as number_of_questions,  -- treat chinese prompt and english prompt the same.
-#     count(*) as total_count,
-#     count(*) filter (result != 'fail') as total_count_exclude_indecisive,
-#     count(*) filter (result = 'correct') / total_count_exclude_indecisive * 100 as correct_rate,
-#     100 - correct_rate as wrong_rate,
-#     count(*) filter (result = 'fail') / total_count * 100 as indecisive_rate
-# from result_to_analyze_latest_only r left join q_and_t q on r.question_id = q.question_id
-# GROUP BY q.sdg_topic
-# ORDER BY sdg_topic
-# -
-
-by_topics_1.DataFrame().set_index('sdg_topic')
-
-# +
-# other topics
-
-# + magic_args="--save res_with_other_topics" language="sql"
-# select
-#     r.*,
-#     unnest(q.other_topics) as topic
-# from result_to_analyze_latest_only r left join q_and_t q on r.question_id = q.question_id
-# -
-
-
-
-# + magic_args="--with res_with_other_topics by_topics_2 <<" language="sql"
-# select
-#     topic,
-#     count(DISTINCT question_id) as number_of_questions,  -- treat chinese prompt and english prompt the same.
-#     count(*) as total_count,
-#     count(*) filter (result != 'fail') as total_count_exclude_indecisive,
-#     count(*) filter (result = 'correct') / total_count_exclude_indecisive * 100 as correct_rate,
-#     100 - correct_rate as wrong_rate,
-#     count(*) filter (result = 'fail') / total_count * 100 as indecisive_rate
-# from res_with_other_topics
-# GROUP BY topic
-# ORDER BY topic
-# -
-
-by_topics_2.DataFrame().set_index('topic')
-
-
-
-# ## The Top 5 and Bottom 5 prompts of a model
+# ### The Top 5 and Bottom 5 prompts of a model
 
 # + magic_args="--save by_prompt_and_model" language="sql"
 # select
@@ -309,7 +193,7 @@
 # select *
 # from by_prompt_and_model
 # where
-#     list_contains([1,2,3,4,5, 108, 107, 106, 105, 104], rank)
+#    list_contains([1,2,3,4,5, 108, 107, 106, 105, 104], rank)
 # order by model_configuration_id, rank
 # -
 
@@ -319,12 +203,16 @@
 
 by_prompt_and_model_with_rank_df.to_csv('./data/outputs/new_prompt_model_bottoms.csv')
 
-# + language="sql"
+# + magic_args="avg_model_correct_rate <<" language="sql"
 # select model_configuration_id, mean(correct_rate)
 # from by_prompt_and_model
 # group by model_configuration_id
 # order by model_configuration_id
 # -
+avg_model_correct_rate_df = avg_model_correct_rate.DataFrame()
+
+avg_model_correct_rate_df
+
 
 
 
@@ -332,6 +220,16 @@
 
 # ## Model, Prompt Family, Topic aggregations
 
+# + magic_args="--save res_with_prompt_family" language="sql"
+# select
+#     r.*,
+#     p.prompt_family
+# from result_to_analyze r left join all_prompts p on r.prompt_variation_id = p.variation_id
+
+# + magic_args="--save res_with_prompt_family_exclude_ind" language="sql"
+# select * from res_with_prompt_family where score != 0
+# -
+
 # ### highest variance by model
 
 # + magic_args="--save prompt_variance_stat" language="sql"
@@ -378,15 +276,6 @@
 # I need to check the variance cause by Prompt Family for each Model.
 # So I will first check the answer variance of each question, then get the average variance of all questions.
 
-# + magic_args="--save res_with_prompt_family" language="sql"
-# select
-#     r.*,
-#     p.prompt_family
-# from result_to_analyze_latest_only r left join all_prompts p on r.prompt_variation_id = p.variation_id
-
-# + magic_args="--save res_with_prompt_family_exclude_ind" language="sql"
-# select * from res_with_prompt_family where score != 0
-
 # + magic_args="--save model_prompt_stat1" language="sql"
 # select
 #       prompt_family,
@@ -405,14 +294,6 @@
 #       question_id
 #     order by
 #       "correct_rate" desc
-# -
-
-
-
-
-
-
-
 # + magic_args="--save model_prompt_stat2" language="sql"
 # select
 #       r.prompt_family,
@@ -432,24 +313,6 @@
 #       r.model_configuration_id,
 #       r.question_id
 
-# +
-# # %%sql
-# select
-#       r.prompt_family,
-#       r.model_configuration_id,
-#       r.prompt_variation_id,
-#       r.question_id,
-#       r.score,
-#       s1.mode_score
-#     from
-#       res_with_prompt_family_exclude_ind r
-#     left join model_prompt_stat1 s1
-#     on
-#       r.prompt_family = s1.prompt_family AND
-#       r.model_configuration_id = s1.model_configuration_id AND
-#       r.question_id = s1.question_id
-#     where r.prompt_family = 'geo' and r.question_id = '41'
-
 # + magic_args="--save model_prompt_stat3" language="sql"
 # select
 #       prompt_family,
@@ -589,188 +452,460 @@
 
 
 
-# ### Topic vs Prompt Family
-
-# +
-# we will reuse the res_with_prompt_family_exclude_ind and res_with_prompt_family queries defined above.
-
-# + magic_args="--save question_prompt_family_stat1" language="sql"
-#     select
-#       question_id,
-#       prompt_family,
-#       count(*) filter (score = 3) / count(*) * 100 as correct_rate,
-#       stddev_pop(score) / mean (score) * 100 as variance
-#       -- count(DISTINCT score) as variance
-#     from
-#       res_with_prompt_family_exclude_ind
-#     group by
-#       question_id,
-#       prompt_family
-
-# + magic_args="--save question_prompt_family_stat2" language="sql"
-#     select
-#       question_id,
-#       prompt_family,
-#       count(*) filter (score = 1) / count(*) * 100 as indecisive_rate
-#     from
-#       res_with_prompt_family
-#     group by
-#       question_id,
-#       prompt_family
-# -
-
-
-
-# + magic_args="--save question_prompt_family_stat_all" language="sql"
-#     select
-#       r1.question_id,
-#       r1.prompt_family,
-#       mean (correct_rate) as correct_rate,
-#       mean (indecisive_rate) as indecisive_rate,
-#       mode (variance) as variance
-#     from
-#       question_prompt_family_stat1 r1
-#       left join question_prompt_family_stat2 r2 on r1.question_id = r2.question_id
-#       and r1.prompt_family = r2.prompt_family
-#     group by
-#       r1.question_id,
-#       r1.prompt_family
-
-# + magic_args="--save topic_prompt_family_stat" language="sql"
-#     select
-#       r.*,
-#       q.sdg_topic,
-#       q.other_topics,
-#       case
-#         when q.sdg_topic is null then other_topics
-#         else list_append (q.other_topics, q.sdg_topic)
-#       end as all_topics
-#     from
-#       question_prompt_family_stat_all r
-#       left join q_and_t q on r.question_id = q.question_id
 
-# + magic_args="--with topic_prompt_family_stat topic_prompt_family_res <<" language="sql"
-# select
-#   topic,
-#   -- count(*) as "number of qs",
-#   prompt_family,
-#   mean (correct_rate) as correct_rate,
-#   mean (indecisive_rate) as indecisive_rate,
-#   median (variance) as variance
-# from
-#   (select
-#     * exclude (all_topics, sdg_topic, other_topics),
-#     unnest(all_topics) as topic
-#    from topic_prompt_family_stat)
-# group by
-#   topic,
-#   prompt_family
-# order by
-#   topic,
-#   prompt_family
-# -
-
-topic_prompt_family_df = topic_prompt_family_res.DataFrame().set_index(['topic', 'prompt_family'])
 
-topic_prompt_family_df.to_csv('./data/outputs/new_topic_vs_prompt.csv')
+# ## Questions where AI worse than human and monkey
 
-topic_prompt_family_df.describe()
+# ### human score
 
+100 - all_questions['wrongPercentage'].mean()
 
 
-# ## Questions where AI worse than human and monkey
 
 # + language="sql"
 # select * from model_topic_stat;
 
-# + magic_args="model_topic_human_diff <<" language="sql"
+# + magic_args="model_topic_diff <<" language="sql"
 # select
 #   question_id,
 #   model_configuration_id,
 #     (100 - correct_rate) as ai_wrong_percentage,
 #     human_wrong_percentage,
-#   ai_wrong_percentage - human_wrong_percentage as diff,
+#     2/3 * 100 as monkey_wrong_percentage,
+#   ai_wrong_percentage - human_wrong_percentage as compare_to_human,
+#     ai_wrong_percentage - monkey_wrong_percentage as compare_to_monkey,
 #     sdg_topic,
 #     other_topics
 # from model_topic_stat
-# where diff > 0
+# where compare_to_human > 0 OR compare_to_monkey > 0
 # order by
 #     "sdg_topic",
 #     cast(other_topics as varchar),
 #     "model_configuration_id"
 # -
 
-model_topic_human_diff_df = model_topic_human_diff.DataFrame()
+model_topic_diff
 
-model_topic_human_diff_df.to_csv('./data/outputs/new_ai_worse_human.csv', index=False)
+model_topic_diff_df = model_topic_diff.DataFrame()
 
+model_topic_diff_df.shape
 
+model_topic_diff_df.to_csv('./data/outputs/new_ai_worse_all.csv', index=False)
 
 
 
-# + magic_args="model_topic_monkey_diff <<" language="sql"
-# select
-#   question_id,
-#   model_configuration_id,
-#     (100 - correct_rate) as ai_wrong_percentage,
-#     100 * (2/3) as monkey_wrong_percentage,
-#   ai_wrong_percentage - monkey_wrong_percentage as diff,
-#     sdg_topic,
-#     other_topics
-# from model_topic_stat
-# where diff > 0
-# order by
-#     "sdg_topic",
-#     cast(other_topics as varchar),
-#     "model_configuration_id"
+# +
+# make a complete list combining worse than human and worse than monkey
+
+# + magic_args="all_worse_questions <<" language="sql"
+# select question_id, model_configuration_id 
+# from
+#     model_topic_diff_df
+
+# + magic_args="very_wrong_res <<" language="sql"
+# select * from result_to_analyze where result = 'very_wrong'
 # -
 
-model_topic_monkey_diff_df = model_topic_monkey_diff.DataFrame()
 
-model_topic_monkey_diff_df.to_csv('./data/outputs/new_ai_worse_monkey.csv', index=False)
 
+# +
+# now find one case for very wrong for these questions.
+# -
 
+r1 = all_worse_questions.DataFrame()
+r2 = very_wrong_res.DataFrame()
 
+r2_ = r2.groupby(['question_id', 'model_configuration_id']).agg(lambda x: x.sample(1)).reset_index()
 
+# + magic_args="--save all_worse_very_wrong" language="sql"
+# select 
+#     r1.question_id, r1.model_configuration_id, prompt_variation_id
+# from 
+#      r1 
+#     left join 
+#      r2_ 
+#     on 
+#         r1.question_id = r2_.question_id and r1.model_configuration_id = r2_.model_configuration_id
+
+# + language="sql"
+# select *
+# from r1
+# where 
+#     question_id = '1640' and model_configuration_id = 'mc039'
+
+# + language="sql"
+# select *
+# from r2_
+# where 
+#     question_id = '1640' and model_configuration_id = 'mc039'
 
 # +
-# summary stats for human and monkey vs ai
+# Why??? Because there is no very wrong answer for this combination!
+# -
 
-# + magic_args="summary_human_ai <<" language="sql"
-# select
-#     question_id,
-#     count(*) as num_of_models,
-#     mean(diff) as average_diff,
-# from
-#     model_topic_human_diff_df
-# group by
-#     question_id
-# ORDER BY
-#     num_of_models desc,
-#     average_diff desc
+
+
+# all_worse_very_wrong_df = %sql select * from all_worse_very_wrong
+
+all_worse_very_wrong_df = all_worse_very_wrong_df.DataFrame()
+
+all_worse_very_wrong_df[pd.isnull(all_worse_very_wrong_df['prompt_variation_id'])]
+
+
+
+
+
+# +
+# query example responses
+# but first, we need to read all result data...
+# -
+
+# FIXME: change ../output/results.parquet to correct archive path.
+raw_data_fs = [
+    '../output/results.parquet',  # for mc039
+    '../output/archives/20240521/results.xlsx',
+    '../output/archives/20240401/results.xlsx',
+    '../output/archives/20240501/results.xlsx',
+    '../output/archives/20240516/results.xlsx',
+    '../output/archives/20240601/results.xlsx',
+    '../output/archives/20240910/results.xlsx'
+]
+
+pd.read_parquet(raw_data_fs[0]).columns
+
+# +
+cols = ['experiment_date', 'question_id', 'model_id', 'prompt_template', 'question', 'raw_output']
+
+raw_data_lst = list()
+
+for x in raw_data_fs:
+    if 'parquet' in x:
+        raw_data_lst.append(pd.read_parquet(x)[cols])
+    else:
+        raw_data_lst.append(pd.read_excel(x)[cols])
+# -
+
+raw_data = pd.concat(raw_data_lst, ignore_index=True)
+
+raw_data
+
+# fix a few experiment model id
+raw_data.loc[raw_data['model_id'] == 'gpt-4', 'model_id'] = 'gpt-4-0613' 
+raw_data.loc[raw_data['model_id'] == 'gpt-4o', 'model_id'] = 'gpt-4o-2024-05-13' 
+
+
+
+
+
+# +
+# now we should make all columns we needed
+# 1. question and answers
+# 2. prompt template
+# 3. model configuration id
 # -
 
-summary_human_ai.DataFrame()
+# first do prompt template
+# load all configuration files and get a mapping.
+import yaml
+
+sorted([str(x) for x in raw_data['experiment_date'].unique()])
+
+configuration_list = [
+    '../experiment_configurations/experiment_202403291214_gpt-4-0125-preview_en-US.yaml',
+    '../experiment_configurations/experiment_202403291248_gemini_gemini-1-0-pro_en-US.yaml',
+    '../experiment_configurations/experiment_202403291536_gemini_gemini-1-0-pro_en-US.yaml',
+    '../experiment_configurations/experiment_202404011622_qwen-max-1201_zh-CN.yaml',
+    '../experiment_configurations/experiment_202404051719_gpt-4-0125-preview_en-US.yaml',
+    '../experiment_configurations/experiment_202404102325_qwen-max-1201_zh-CN.yaml',
+    '../experiment_configurations/experiment_202404201136_vertex_ai_gemini-1-5-pro_en-US.yaml',
+    '../experiment_configurations/experiment_202404201344_vertex_ai_gemini-1-5-pro-preview-0409_en-US.yaml',
+    '../experiment_configurations/experiment_202405012311_qwen-max-0403_zh-CN.yaml',
+    '../experiment_configurations/experiment_202405162215_vertex_ai_gemini-1-5-pro-preview-0409_en-US.yaml',
+    '../experiment_configurations/experiment_202405162248_qwen-max-0403_zh-CN.yaml',
+    '../experiment_configurations/experiment_202405162244_qwen-max-0403_zh-CN.yaml',
+    '../experiment_configurations/experiment_202405242125_gpt-4o-2024-05-13_en-US.yaml',
+    '../experiment_configurations/experiment_202405281300_replicate_meta_meta-llama-3-70b-instruct_en-US.yaml',
+    '../experiment_configurations/experiment_202405291053_vertex_ai_claude-3-opus@20240229_en-US.yaml',
+    '../experiment_configurations/experiment_202406040141_qwen-max-0428_en-US.yaml',
+    '../experiment_configurations/experiment_202408291204_gpt-4o-2024-08-06_en-US.yaml',
+    '../experiment_configurations/experiment_202408310828_vertex_ai_claude-3-5-sonnet@20240620_en-US.yaml',
+    '../experiment_configurations/experiment_202409102304_fireworks_ai_accounts_fireworks_models_llama-v3p1-405b-instruct_en-US.yaml',
+    '../experiment_configurations/experiment_202409211350_qwen-max-2024-09-19_en-US.yaml',
+]
+
+# +
+prompt_template_list = list()
+
+for x in configuration_list:
+    c = yaml.safe_load(open(x, 'r'))
+    p = pd.DataFrame.from_records(c['variations'][1]['variations'])
+    prompt_template_list.append(p)
+# -
+
+all_prompt_templates = pd.concat(prompt_template_list, ignore_index=True)
+
+all_prompt_templates = all_prompt_templates.drop_duplicates(subset=['value'])
+
+all_prompt_templates_mapping = all_prompt_templates.set_index('value')['variation_id'].to_dict()
+
+for k, v in all_prompt_templates_mapping.items():
+    print(k)
+    print(v)
+    break
+
+
 
-summary_human_ai.DataFrame().to_csv('./data/outputs/new_summary_human_ai.csv')
+raw_data['prompt_template'].map(all_prompt_templates_mapping).hasnans  # should be False
 
+raw_data['prompt_variation_id'] = raw_data['prompt_template'].map(all_prompt_templates_mapping)
 
 
-# + magic_args="summary_monkey_ai <<" language="sql"
+
+# +
+# next add model_configuration_id
+# -
+
+# all_models_ = %sql select * from all_models where repeat_times = 1
+
+all_models_ = all_models_.DataFrame()
+
+all_models_mapping = all_models_.set_index('model_id')['model_config_id'].to_dict()
+
+raw_data['model_id'].map(all_models_mapping).hasnans
+
+raw_data['model_configuration_id'] = raw_data['model_id'].map(all_models_mapping)
+
+raw_data
+
+
+
+# + language="sql"
 # select
-#     question_id,
-#     count(*) as num_of_models,
-#     mean(diff) as average_diff,
-# from
-#     model_topic_monkey_diff_df
-# group by
-#     question_id
-# ORDER BY
-#     num_of_models desc,
-#     average_diff desc
+#     DISTINCT model_id 
+# from 
+#     raw_data
+# where
+#     prompt_variation_id like '%zh%'
+# -
+
+
+
+
+
+
+
+
+
+# +
+# questions and answers mapping
+# -
+
+all_questions.columns
+
+qs = ai_eval_sheet.questions.data.df.copy()
+qs = qs[['question_id', 'language', 'published_version_of_question']]
+
+qs
+
+q_dict = qs.set_index(["question_id", "language"])["published_version_of_question"].to_dict()
+
+# +
+ans = ai_eval_sheet.question_options.data.df.copy()
+ans_dict = dict()
+
+for qid, adf in ans.groupby(["question_id", "language"]):
+    adict = adf.set_index('letter')['question_option'].to_dict()
+    ans_dict[qid] = adict
+# -
+
+ans_dict[("1", "en-US")]
+
+q_dict[("1", "en-US")]
+
+
+
+# +
+# create final output
+# -
+
+all_worse_very_wrong_df
+
+raw_data.dtypes
+
+raw_data['experiment_date'] = raw_data['experiment_date'].map(lambda x: str(x))
+raw_data['question_id'] = raw_data['question_id'].map(lambda x: str(x))
+raw_data['model_id'] = raw_data['model_id'].map(lambda x: str(x))
+
+raw_data_pl = pl.from_pandas(raw_data)
+
+# +
+raw_output_lst = list()
+prompt_lst = list()
+
+
+for _, row in all_worse_very_wrong_df.iterrows():
+    question_id = row['question_id']
+    model_configuration_id = row['model_configuration_id']
+    prompt_variation_id = row['prompt_variation_id']
+    # print(question_id, model_configuration_id, prompt_variation_id)
+
+    raw_data_row = raw_data_pl.filter(
+        (pl.col('question_id') == question_id) & (pl.col('model_configuration_id') == model_configuration_id) & (pl.col('prompt_variation_id') == prompt_variation_id)
+    )
+
+    if raw_data_row.is_empty():
+        raw_output_lst.append(None)
+        prompt_lst.append(None)
+    else:
+        question_text = raw_data_row['question'].item()
+        question_id = raw_data_row['question_id'].item()
+        language = 'zh-CN' if '_zh' in prompt_variation_id else 'en-US'
+        answers = ans_dict[(question_id, language)]
+        option_a = answers['A']
+        option_b = answers['B']
+        option_c = answers['C']
+
+        prompt_template = raw_data_row['prompt_template'].item()
+        prompt = prompt_template.format(question_text=question_text, option_a=option_a, option_b=option_b, option_c=option_c)
+        # print(prompt)
+
+        prompt_lst.append(prompt)
+        raw_output_lst.append(raw_data_row['raw_output'].item())
+    
+# -
+raw_data_row
+
+all_worse_very_wrong_df['prompt'] = prompt_lst
+all_worse_very_wrong_df['model_output'] = raw_output_lst
+
+all_worse_very_wrong_df
+
+all_worse_very_wrong_df.to_csv('./data/outputs/new_ai_worse_sample.csv', index=False)
+
+
+
+
+
+
+
+# ## Examples for high variance questions
+
+high_variance_questions_df
+
+# + language="sql"
+# select * from result_to_analyze
 # -
 
-summary_monkey_ai.DataFrame().to_csv('./data/outputs/new_summary_monkey_ai.csv')
+
+
+question_id = '1792'
+model_configuration_id = 'mc039'
+grade = 'very_wrong'
+
+
+# + magic_args="--save grade_example" language="sql"
+#
+# select * from
+#     (
+#     select * from result_to_analyze
+#     where
+#         question_id = '{{question_id}}' 
+#         and model_configuration_id = '{{model_configuration_id}}' 
+#         and result = '{{grade}}'
+#     )
+# using sample 1
+# -
+
+def filter_grade(question_id, model_configuration_id, grade):
+    # res = %sql select * from (select * from result_to_analyze where question_id = '{{question_id}}' and model_configuration_id = '{{model_configuration_id}}' and result = '{{grade}}') using sample 1
+    return res
+
+
+filter_grade(question_id, model_configuration_id, grade)
+
+
+
+
+
+# +
+correct_lst = list()
+wrong_lst = list()
+very_wrong_lst = list()
+correct_prompt_lst = list()
+wrong_prompt_lst = list()
+very_wrong_prompt_lst = list()
+
+output_lists = [correct_lst, wrong_lst, very_wrong_lst]
+prompt_lists = [correct_prompt_lst, wrong_prompt_lst, very_wrong_prompt_lst]
+
+for _, row in high_variance_questions_df.iterrows():
+    question_id = row['question_id']
+    model_configuration_id = row['model_configuration_id']
+    # prompt_variation_id = row['prompt_variation_id']
+    # print(question_id, model_configuration_id)
+
+    examples = list()
+    for g in ['correct', 'wrong', 'very_wrong']:
+        grade = g
+        example = filter_grade(question_id, model_configuration_id, grade)
+        # print(example)
+        if len(example) > 0:
+            e = next(example.dicts())
+            assert e['result'] == grade
+            examples.append(e)
+        else:
+            examples.append(None)
+
+    for i, e in enumerate(examples):
+        if e:
+            prompt_variation_id = e['prompt_variation_id']
+            raw_data_row = raw_data_pl.filter(
+                (pl.col('question_id') == question_id) 
+                & (pl.col('model_configuration_id') == model_configuration_id) 
+                & (pl.col('prompt_variation_id') == prompt_variation_id)
+            )
+            if raw_data_row.is_empty():
+                print(question_id, model_configuration_id, prompt_variation_id)
+                output_lists[i].append(None)
+                prompt_lists[i].append(None)
+                continue
+            question_text = raw_data_row['question'].item()
+            language = 'zh-CN' if '_zh' in prompt_variation_id else 'en-US'
+            answers = ans_dict[(question_id, language)]
+            option_a = answers['A']
+            option_b = answers['B']
+            option_c = answers['C']
+            prompt_template = raw_data_row['prompt_template'].item()
+            prompt = prompt_template.format(question_text=question_text, option_a=option_a, option_b=option_b, option_c=option_c)
+            output_lists[i].append(raw_data_row['raw_output'].item())
+            prompt_lists[i].append(prompt)
+        else:
+            output_lists[i].append(None)
+            prompt_lists[i].append(None)
+
+# -
+prompt_lists[0][0]
+
+prompt_lists[1][0]
+
+
+
+
+
+
+
+high_variance_questions_df['correct_prompt_example'] = prompt_lists[0]
+high_variance_questions_df['correct_answer_example'] = output_lists[0]
+high_variance_questions_df['wrong_prompt_example'] = prompt_lists[1]
+high_variance_questions_df['wrong_answer_example'] = output_lists[1]
+high_variance_questions_df['very_wrong_prompt_example'] = prompt_lists[2]
+high_variance_questions_df['very_wrong_answer_example'] = output_lists[2]
+
+high_variance_questions_df
+
+high_variance_questions_df.to_csv('./data/outputs/new_high_variance_questions_sample.csv', index=False)
+
+
 
 
 
@@ -794,16 +929,6 @@
 
 
 
-# ## Question vs Prompt Family
-
-# + magic_args="question_prompt_family_stat << " language="sql"
-# select * from question_prompt_family_stat_all
-# -
-
-question_prompt_family_stat_df = question_prompt_family_stat.DataFrame()
-
-question_prompt_family_stat_df.to_csv('./data/outputs/new_question_prompt_family_stat.csv')
-
 
 
 # # for double checking the evaluators
diff --git a/automation-api/yival_experiments/notebooks/upload_to_ai_eval_sheet.py b/automation-api/yival_experiments/notebooks/upload_to_ai_eval_sheet.py
index d3453e5..36083e1 100644
--- a/automation-api/yival_experiments/notebooks/upload_to_ai_eval_sheet.py
+++ b/automation-api/yival_experiments/notebooks/upload_to_ai_eval_sheet.py
@@ -145,7 +145,7 @@ def suggest_language(q_text):
 # to get the most accurate mapping, we will load the prompts from the experiment files
 # be sure to change the name
 cn_exp_config = yaml.safe_load(open('../experiment_configurations/experiment_202405162248_qwen-max-0403_zh-CN.yaml', 'r'))
-en_exp_config = yaml.safe_load(open('../experiment_configurations/experiment_202405281300_replicate_meta_meta-llama-3-70b-instruct_en-US.yaml', 'r'))
+en_exp_config = yaml.safe_load(open('../experiment_configurations/experiment_202409211350_qwen-max-2024-09-19_en-US.yaml', 'r'))
 
 assert cn_exp_config['variations'][1]['name'] == 'prompt_template'
 assert en_exp_config['variations'][1]['name'] == 'prompt_template'
@@ -173,13 +173,25 @@ def suggest_language(q_text):
     (row['model_id'], row['model_params'])] for _, row in result.iterrows()]
 
 # update the correctness column with human scores
-result['final_score'] = result['human_rating_score'].fillna(result['correctness'])
+result['final_score'] = (result['human_rating_score']
+    .fillna(result['vertex_ai_evaluator_correctness'])
+    .fillna(result['gpt4_evaluator_correctness'])
+)
+
+result[pd.isnull(result["final_score"])]  # this sould be empty
 
 # counting
 # let's use polars from now
 result = pl.DataFrame(result)
 result
 
+# concat all evaluation results as list
+result = result.with_columns(
+    pl.concat_list(pl.col(['gpt4_evaluator_gpt4_eval_correctness',
+         'vertex_ai_evaluator_gemini_eval_correctness',
+         'vertex_ai_evaluator_claude_eval_correctness',])).alias("evaluation_results")
+)
+
 # +
 # result.group_by(
 #     ['question_id', 'language', 'prompt_variant_id', 'model_conf_id']
@@ -197,14 +209,12 @@ def suggest_language(q_text):
 
 
 
-result_counts = result.group_by(
-    ['question_id', 'language', 'prompt_variant_id', 'model_conf_id', 'experiment_date']
-).agg(
-    pl.col('final_score').filter(pl.col('final_score') == 0).count().alias('fail'),
-    pl.col('final_score').filter(pl.col('final_score') == 1).count().alias('very_wrong'),
-    pl.col('final_score').filter(pl.col('final_score') == 2).count().alias('wrong'),
-    pl.col('final_score').filter(pl.col('final_score') == 3).count().alias('correct'),
-    pl.col('final_score').count().alias('rounds')
+# then calculate the distribution
+result_counts = result.with_columns(
+    pl.col('evaluation_results').list.count_matches(0).alias('fail'),
+    pl.col('evaluation_results').list.count_matches(1).alias('very_wrong'),
+    pl.col('evaluation_results').list.count_matches(2).alias('wrong'),
+    pl.col('evaluation_results').list.count_matches(3).alias('correct'),
 )
 
 result_counts
@@ -212,11 +222,14 @@ def suggest_language(q_text):
 result_counts['rounds'].max()
 
 
+# set the number of evaluators
+num_of_evaluators = 3
+
 result_pct = result_counts.with_columns(
-    pl.col('fail') / pl.col('rounds') * 100,
-    pl.col('very_wrong') / pl.col('rounds') * 100,
-    pl.col('wrong') / pl.col('rounds') * 100,
-    pl.col('correct') / pl.col('rounds') * 100,
+    pl.col('fail') / num_of_evaluators * 100,
+    pl.col('very_wrong') / num_of_evaluators * 100,
+    pl.col('wrong') / num_of_evaluators * 100,
+    pl.col('correct') / num_of_evaluators * 100,
 )
 
 result_pct
@@ -234,13 +247,31 @@ def get_grade(dictionary):
 
 result_full = result_pct.with_columns(
     pl.struct(pl.col(['fail', 'very_wrong', 'wrong', 'correct'])).map_elements(get_grade).alias('result'),
+    pl.lit(1).alias('rounds')
 )
 
+
+# then if we have human ratings, update the results.
+result_full = result_full.with_columns(
+    pl.col('human_rating_score').replace(
+        dict(enumerate(['fail', 'very_wrong', 'wrong', 'correct']))
+    ).fill_null(pl.col('result')).alias('result')
+)
+
+
 result_full
 
 result_full_df = result_full.to_pandas()
 result_full_df.columns
 
+
+result_full_df = result_full_df.loc[:, 
+    [
+        'question_id', 'language', 'prompt_variant_id', 'model_conf_id', 'experiment_date',
+          'fail', 'very_wrong', 'wrong', 'correct', 'rounds', 'result', 
+    ]
+]
+
 result_full_df.columns = ['question_id', 'language', 'prompt_variation_id',
                           'model_configuration_id', 'last_evaluation_datetime',
                           'percent_eval_failed', 'percent_very_wrong', 'percent_wrong',
diff --git a/automation-api/yival_experiments/output/experiment_202405242125_gpt-4o-2024-05-13_en-US_0.pkl b/automation-api/yival_experiments/output/archives/20240601/experiment_202405242125_gpt-4o-2024-05-13_en-US_0.pkl
similarity index 100%
rename from automation-api/yival_experiments/output/experiment_202405242125_gpt-4o-2024-05-13_en-US_0.pkl
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similarity index 100%
rename from automation-api/yival_experiments/output/experiment_202405281300_replicate_meta_meta-llama-3-70b-instruct_en-US_0.pkl
rename to automation-api/yival_experiments/output/archives/20240601/experiment_202405281300_replicate_meta_meta-llama-3-70b-instruct_en-US_0.pkl
diff --git a/automation-api/yival_experiments/output/experiment_202405291053_vertex_ai_claude-3-opus@20240229_en-US_0.pkl b/automation-api/yival_experiments/output/archives/20240601/experiment_202405291053_vertex_ai_claude-3-opus@20240229_en-US_0.pkl
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rename from automation-api/yival_experiments/output/experiment_202405291053_vertex_ai_claude-3-opus@20240229_en-US_0.pkl
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rename from automation-api/yival_experiments/output/results.xlsx
rename to automation-api/yival_experiments/output/archives/20240601/results.xlsx
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diff --git a/automation-api/yival_experiments/output/archives/20241205/README b/automation-api/yival_experiments/output/archives/20241205/README
new file mode 100644
index 0000000..f0514e5
--- /dev/null
+++ b/automation-api/yival_experiments/output/archives/20241205/README
@@ -0,0 +1,7 @@
+# About
+
+This experiment filled the missing datapoints for a few questions, which we want to see all chatbots' results.
+
+There are 12 questions and 6 models in total, some of them are already tested in previous experiments.
+
+Because gemini 0409 is old, we did not use previous experiment result but used latest gemini-pro-002 for testing all 12 questions.
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diff --git a/automation-api/yival_experiments/scripts/generate_experiment_config.py b/automation-api/yival_experiments/scripts/generate_experiment_config.py
index 766f768..f89b471 100644
--- a/automation-api/yival_experiments/scripts/generate_experiment_config.py
+++ b/automation-api/yival_experiments/scripts/generate_experiment_config.py
@@ -1,4 +1,3 @@
-import argparse
 import os
 from datetime import datetime
 from pathlib import Path
@@ -35,19 +34,26 @@ def str_presenter(dumper, data):
 latest_experiment_path = current_script_path / "../experiment_latest.yaml"
 
 
-def get_evaluators(ai_eval_sheet: AiEvalData, evaluator_model="gpt4"):
+def get_evaluators(
+    ai_eval_sheet: AiEvalData, evaluator_model="gpt4"
+) -> List[Dict[str, Any]]:
     metrics = get_metrics(ai_eval_sheet)
     res = list()
 
     if evaluator_model == "gpt4":
         evaluator_name = "gpt4_evaluator"
-        model_name = "gpt-4o"
+        model_name = "gpt-4o-2024-11-20"
     elif evaluator_model == "claude":
         evaluator_name = "vertex_ai_evaluator"
-        model_name = "vertex_ai/claude-3-opus@20240229"
+        model_name = "vertex_ai/claude-3-5-sonnet@20240620"
     elif evaluator_model == "llama":
         evaluator_name = "llama3_evaluator"
-        model_name = "replicate/meta/meta-llama-3-70b-instruct"
+        model_name = "replicate/meta/meta-llama-3.1-405b-instruct"
+    elif evaluator_model == "gemini":
+        evaluator_name = "vertex_ai_evaluator"
+        model_name = "vertex_ai/gemini-1.5-pro-002"
+    else:
+        raise ValueError(f"{evaluator_model} is not a supported evaluator")
 
     for m in metrics:
         metric: Dict[str, Any] = dict()
@@ -64,7 +70,7 @@ def get_evaluators(ai_eval_sheet: AiEvalData, evaluator_model="gpt4"):
         metric["scale_description"] = "{}-{}".format(
             m.choice_scores[0], m.choice_scores[-1]
         )
-        metric["display_name"] = m.name
+        metric["display_name"] = f"{evaluator_model}_{m.name}"
         res.append(metric)
 
     return res
@@ -105,14 +111,26 @@ def get_prompt_variations_yaml_dict(prompt_variations: List[PromptVariation]):
     return res
 
 
-def main(evaluator_model):
+def main():
     print("Reading AI eval spreadsheet")
     sheet = read_ai_eval_spreadsheet()
     # load default config
     config = yaml.load(open(base_configs_path, "r"), Loader=yaml.Loader)
 
     # metrics
-    config["evaluators"] = get_evaluators(sheet, evaluator_model=evaluator_model)
+    evaluators = list()
+    for evaluator_model in ["gpt4", "claude", "gemini"]:
+        evaluators.extend(get_evaluators(sheet, evaluator_model=evaluator_model))
+    config["evaluators"] = evaluators
+
+    # also append a simple evaluator
+    simple_evaluator = {
+        "evaluator_type": "individual",
+        "metric_calculators": [{"method": "AVERAGE"}],
+        "name": "simple_evaluator",
+    }
+    config["evaluators"].append(simple_evaluator)
+
     # model configs and prompt variations
     model_configs = get_model_configs(sheet)
     model_ids = {model.model_id for model, model_config in model_configs}
@@ -173,21 +191,4 @@ def main(evaluator_model):
 
 
 if __name__ == "__main__":
-    # Create the parser
-    parser = argparse.ArgumentParser(description="generate experiment config")
-
-    # Add the -e/--evaluator argument
-    parser.add_argument(
-        "-e",
-        "--evaluator",
-        type=str,
-        required=False,
-        default="gpt4",
-        help="The evaluator string. (gpt4 or claude)",
-    )
-
-    # Parse the arguments
-    args = parser.parse_args()
-
-    # run main
-    main(args.evaluator)
+    main()
diff --git a/automation-api/yival_experiments/scripts/generate_result.py b/automation-api/yival_experiments/scripts/generate_result.py
index a8c0cf1..3ca1e9d 100644
--- a/automation-api/yival_experiments/scripts/generate_result.py
+++ b/automation-api/yival_experiments/scripts/generate_result.py
@@ -12,9 +12,9 @@
 # all Yival experiment results are exported into pickle files.
 # you can use follow code to explore the structure.
 # change fp variable to the pickle file path
-# fp = "gpt4_0.pkl"
+# fp = "path/to/result.pkl"
 # data: Experiment = pickle.load(open(fp, "rb"))
-# data.group_experiment_results[:2]
+# data.group_experiment_results[0].asdict()
 # result = data.group_experiment_results[1]
 # rs = result.experiment_results
 # len(rs)
@@ -82,12 +82,13 @@ def extract_correct_answer(options, correctness):
                     model_params=str(result.combination["model_config"]["params"]),
                     prompt_template=result.combination["prompt_template"],
                     question=result.input_data.content["question_text"],
-                    correct_answer=correct_answer,
                     raw_output=result.raw_output.text_output,
+                    correct_answer=correct_answer,
                     auto_mark_correctness=auto_mark_correctness,
                 )
                 for eval_output in result.evaluator_outputs:
-                    result_dict[eval_output.display_name] = eval_output.result
+                    col_name = f"{eval_output.name}_{eval_output.display_name}"
+                    result_dict[col_name] = eval_output.result
 
                 output_list.append(result_dict)
 
@@ -95,5 +96,6 @@ def extract_correct_answer(options, correctness):
     # add a human rating column
     output_df["human_rating_score"] = np.nan
     output_df.to_excel(osp.join(output_dir, "results.xlsx"), index=False)
+    output_df.to_parquet(osp.join(output_dir, "results.parquet"), index=False)
 
     print("done")