{ "policy": "scope10-evidence-ranked-v1", "method": "trained_relevance_head_ranked", "top_k": 3, "tasks": ["boolean", "multilabel", "single", "ordered"], "suppress_when_answer_not_stated": true, "rule": "per answer unit: the top_k sentence units by sigmoid(head_logit + alpha * lexical) (alpha from evidence-head.json lexical_residual), each returned with its score and rank; no spans when the unit's four-state readout tops at C (not stated) or a reserved-option choice tops at the reserved 'does not state this' option", "status": "experimental: ranked pointers, faithfulness not established, no absence threshold (the refit head has no reliable no-evidence signal; the answer's not-stated state is the absence signal)", "selected_on": "real dev hit@3 0.817 vs word overlap 0.667 (dev-selected; optimistic; no held-out test measurement)", "fallback": "lexical_overlap_fallback for image documents, answer types outside this list, or missing prefix states" }