AWhat changed
Searches a confidence threshold using labeled calibration data and binomial risk upper bounds to trade accepted-example coverage against selective error.
Scientific scope
Searches a confidence threshold using labeled calibration data and binomial risk upper bounds to trade accepted-example coverage against selective error. General selective-prediction idea and binomial bounds are inherited. Source risk guarantee depends on its i.i.d./calibration and fixed-model/confidence/search setup, not arbitrary reuse or shift; no independent proof certification.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. General selective-prediction idea and binomial bounds are inherited. Source risk guarantee depends on its i.i.d./calibration and fixed-model/confidence/search setup, not arbitrary reuse or shift; no independent proof certification.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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