Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 05:29:54 UTC · snapshot created 2026-10-03 05:30:57 UTC · last check 2026-10-03 07:10:10 UTC

C.16.RM:6 - Bias-Annotation

Under the five Principle-Taxonomy lenses of E.3 (Gov, Arch, Epist, Prag and Did), this pattern is scoped to repairing model-based measurements for a receiving use. The examples separate influences with simple relations and supplied conditions. Coupled effects, nonlinear response, drift, hysteresis or uncertain model structure can require richer diagnosis and uncertainty Methods. The pattern identifies where those contributions become necessary; it does not supply their complete domain repertoires.

The method favors a repair sufficient for the receiving use. A fault investigation concerned with reliability, causal explanation or a wider operating range can require work beyond restoring one useful reading. Keep that broader question explicit when it governs the effort.