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license: mit
task_categories:
- text-classification
- text-generation
language:
- en
tags:
- science
- fact-checking
- claim-verification
- adaption
- autoscientist
- owid
- who
- world-bank
- cdc
size_categories:
- n<1K
---
# Numeric Claim Verifier (Science) — Adaption AutoScientist
Programmatically verified prompt/completion pairs for scientific and statistical **numeric claim verification**.
## Labels
- `correct` — claim matches ground-truth tables
- `wrong_direction` — trend/sign reversed
- `wrong_magnitude` — right direction, wrong size (25–70% offset)
- `unverifiable` — no matching source row (real entity + absent metric)
## Sources
- Our World in Data CO₂ / Energy
- WHO GHO life expectancy
- World Bank life expectancy
- CDC leading causes of death
All `true_value`s are recomputed from downloaded raw files (never hand-typed).
## Adaption
- **Dataset ID:** `8b2324dc-2fab-4992-9bde-8c246516d737`
- **Name:** `quantitative_claim_verification`
- Best AutoScientist win rate: **64.51%** (Llama 3.3 70B LoRA)
## Columns
- `prompt`
- `completion`
## Citation
Adaption AutoScientist Challenge — Science category (Hack India).
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