Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 08:26:43 UTC · last check 2026-10-03 10:10:13 UTC
C.29:8 - Bias-Annotation
Bias risk
C.29 correction
Mathematical prestige bias
Require CandidateMathObject, LensMappingMode, PreservedStructure, LostStructure, LensUseBoundaryValue, and StopCondition.
Physics envy
Physical source-domain ontology does not transfer without separate proof or evidence and subject pattern.
Category-theory monoculture
Use category-theoretic material only when composition, interfaces, views, transformations, or transport structure matters to the stated use; otherwise choose the local lens family that exposes the working cue.
Speculation laundering
Keep the metric/noise-coupling use in :13.2 conditional on its actual model assumptions and correspondence.
Over-formalization
Apply :4.4’s consequence/reliance rule; reusing or publishing a conditional explanation alone does not require a full empirical-model account.
Scale blindness
Require ScaleWindow?; coordinate scale claims with C.18.1 or C.19.1.
Causal laundering
If the lens licenses causal claims, apply C.28; MathLensUse cannot supply causal use by itself.
Assurance laundering
Mathematical elegance does not raise R; evidence and assurance use apply A.10, B.3, and relevant G patterns.