Library / Method Engineering Principles Framework
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ME.17:6 - Bias-Annotation

Recurring biasLikely driftRepair
candidate-enactment biasA source-described candidate or observed practice becomes an admitted Method and enactment occurrence.Use the candidate branch until A.3.1 and A.15.1 independently succeed.
relation-label bias“Transmission”, “selection”, or “memory” substitutes for value, participants, applicability, and obtaining predicate.Apply A.6.RCD and state a positive plus discriminating negative case.
claim-as-occurrence biasA claim episteme, identifier, or later report creates or preserves a world-side relation occurrence.Separate claim, evidence, interval observations, and conditional A.6.REL identity.
carrier-bundle biasCards, teaching, tutoring, repository, rules, fields, and forums become one unnamed subject.Name every actual subject and direct relation used; select a structure or architecture only when its governor applies.
authorization inflationOwnership, project position, assignment, permission, authority, and expertise become interchangeable.Name the assignment, permission, or authority predicate, participants, permitted change, scope, and positive basis.
single-explanation biasA carrier change and later activity are treated as explanation and proof.Keep credible action-changing rivals and uncertainty. Select a discriminating observation only when it is obtainable and useful enough; current bounded evidence can support continuation without settling the explanation.
consequence-as-relation biasSuccessful practitioner Work proves every cultural claim.Observe the named cultural predicate and the practitioner or constructed-Method consequence separately; use C.28 only for causal reliance.
maturity-score biasMissing cultural claims are averaged into one adoption stage.Return supported claims and explicit gaps without a scalar cultural verdict or lifecycle.