E.11.PUR:6 - Bias-Annotation

• Applicability-as-recommendation bias. A fitting pattern is automatically selected. Compare its expected receiving value and full burden with the serious continuations, including no new use; the best of several unhelpful candidates need not be recommended.
• Favorite-pattern proxy bias. Familiar PatternID substitutes for current value. State the concern, expected result, and any current receiving use in the rationale.
• Five-form bias. Every ordinary use creates five findings. Keep them in one compact rationale unless their separate identity is relied on.
• Sequence bias. Presentation order becomes precedence. Repair by naming the pairwise basis.
• Result-copy or expectation-as-result bias. A prerequisite result kind is duplicated in ordering fields, or its expectation is treated as achieved. Reuse the prerequisite candidate’s exact expectation and current E.11.PUA closure finding; the closure reports but does not create the exact result and direct basis.
• Stage-name repetition bias. The same result question is answered again because a later review or phase uses another label. Compare the earlier result through its direct pattern, reuse it when the relevant values still match, and reopen only the changed result question.