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Wisdom Dogah

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Jul 2026

Temperature Scaling Is Not Enough: Calibration Gaps Under Human Label Distributions

positive soft-label gaps in all nine configurations, and larger gaps in language than in vision, suggest that calibration protocols built on majority-vote labels systematically misstate model reliability wherever label ambiguity is structural, with direct consequences for deployment in safety-critical settings.

Wisdom Dogah · arXiv.org · 0 citations