ClarusC64/epistemic-confidence-calibration-v0.1

What this dataset does This dataset tests whether a model can judge when high confidence is justified. The task is simple: Given a scenario and a confidence claim, predict whether the evidence supports high confidence. Core stability idea Reasoning fails when confidence rises faster than evidence quality. This dataset targets that failure mode. High confidence is justified when evidence is direct, repeated, independent, or clearly documented. High confidence is… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/epistemic-confidence-calibration-v0.1.