G.5:6 - Bias-Annotation
Potential biases and failure modes this pattern explicitly guards against:
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Monoculture bias (single Tradition dominance by default). Mitigation: rows retain an explicit eligibility basis and conditional assurance expectations; public registration adds its stronger records; selection is set‑returning under partial orders; method‑specific policies stay explicit pins rather than hard-coded defaults.
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Hidden scalarisation bias. Mitigation: set-return semantics is pinned through
G.Core; dominance regimes are explicit and each default cites one declared governing definition. -
“Tool equals method” bias. Mitigation: notation independence and prohibition of tool keywords in core registry and eligibility fields; tool choices are outside the core.
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Cross-sense leakage bias. Mitigation: when expressions have distinct source-local meanings, require exact F.17 endpoint senses, an obtaining F.9 Bridge, a separate C.2.1 bounded-use proposition, and the matching A.10 or B.3 reliance branch; keep loss and CL visible where material. Crossing pins and bundles remain audit or publication references and cannot make an implicit crossing admissible.
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Survivorship bias in refresh. Mitigation: RSCR triggers are typed and id-based; freshness, decay, and telemetry deltas are first‑class causes with canonical ids.