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Library / First Principles Framework (FPF) - Core Conceptual Specification
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G.2:6 - Bias-Annotation (informative)

Bias lenses: Gov, Arch, Onto/Epist, Prag, Did. Scope: harvesting and synthesis for a CG‑Frame.

  • Selection bias (Gov/Onto). Any harvesting protocol can over‑represent certain venues, languages, or evidence styles. Mitigation: pluralism floor + explicit CorpusLedger + explicit protocol pins.

  • Consolidation bias (Onto/Epist). Pressure to “merge” lineages can erase incompatible commitments. Mitigation: keep Claim Sheets disjoint by default; require explicit alignment proof for fusion; preserve loss notes.

  • Recency bias (Prag). Overweighting newest papers can hide durable backbone results; underweighting them misses SoTA drift. Mitigation: publish freshness windows and make them RSCR‑relevant.

  • Didactic bias (Did). Micro‑examples can steer interpretation toward familiar domains. Mitigation: require heterogeneous substrates and explicit A.10 anchors.