{ "version": 1, "model": "nomic-embed-text", "bands": { "error": 0.90, "review": 0.80 }, "calibrated": false, "calibration_pairs_labeled": 0, "notes": "Conservative seed thresholds, NOT calibrated against this vault and NOT a literature-backed interpolation. Published reference points: Sentence Transformers community_detection defaults to 0.75; Quora-duplicate calibrations land around 0.7715-0.8352 for F1 and accuracy objectives. At 0.80 review floor, expect false negatives against those baselines. Replace with vault-calibrated bands when 50-100 labeled pairs are available. See wiki-lint SKILL.md Semantic Tiling section for the calibration procedure." }