F.10:5.3 - Model card and fairness requirement

A model card reports high cross-validation AUC. Recover the exact predictive-performance result and claim episteme first; the card is a publication/display. F.10 may assert an EvidenceStatus for that predictive claim under its validation scheme and window. It cannot decide the different policy clause “demographic parity delta ≤ 0.1”. That branch needs production-window fairness measurement, its result episteme/evidence use, the policy clause, dated evaluation work, the exact policy rule application, and its own requirement-status assertion.