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geointel/artifacts/evidence/accuracy/model-training/20260810-v74-root-cause/decision.json
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make building results authority-first after V74 evaluation
2026-08-10 04:44:29 +02:00

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{
"schema_version": 1,
"status": "all_v74_candidates_rejected",
"active_model_sha256": "a9088b8491dfae36694b53e9e9406cb4e3511d334a5712fa34f75078a47759c1",
"active_model_changed": false,
"human_review_complete": false,
"review_type": "ai_assisted_visual_error_analysis",
"promotion_allowed": false,
"release_claim_allowed": false,
"decisions": [
{
"candidate": "proposal-filter-v74",
"sha256": "a4570a6257e5f234730fc03b75d53251afdeb830ea3c96dfff45604b23786260",
"decision": "reject_global_production",
"reason": "best detector-plus-filter V72 F1 0.2200 is below unfiltered active F1 0.2504"
},
{
"candidate": "v74-rehearsal-controlled-e10",
"sha256": "8473f09234bbad9175d5540e2f298e57c902c332fa5729561774b01a98c355d3",
"decision": "reject",
"reason": "optimizer auto overrode requested learning rate; V72 metrics regressed"
},
{
"candidate": "v74-rehearsal-low-lr-e6",
"sha256": "be9881ad734f60f8779e9a08dc9112b993cf87e7cc888709c6f695bcf200dffc",
"decision": "reject",
"reason": "explicit AdamW low-learning-rate run remained below active V72 baseline"
}
],
"product_mitigation": "authority_first_grb_evidence_overlay",
"claim_boundary": "AI detections remain proposals; GRB validation is authoritative for registered Flemish buildings within source coverage and edition."
}