Keep each face's quality, and never compare against a poor one
The embedder's raw output has a length, and the length is a reading of how recognisable the crop was: a blur, an occlusion or a hard profile comes out short. Normalising threw it away. A short vector sits near the middle of the sphere and matches a little of everyone, which is how one bad crop bridges two people in a grouping pass. So the length is kept — the store now holds the raw vector, re-normalised on load, with the length beside it as `faces.quality` — and a face under MIN_GALLERY_QUALITY (14) is a probe: measured against the gallery and placed where it fits, but never what another face is measured against. Two probes are never paired, and a probe is nobody's evidence for a confidence. The People screen shows the number as "Quality 17.3", dimmed below the floor. Faces indexed before this stored unit vectors and have no reading; they are admitted to the gallery, and schema V14 forgets the run marker of every image holding one so the next indexing pass measures them. A peer's unmeasured shard faces are not adopted, or a sync would write that marker back.
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@@ -742,7 +742,12 @@ CREATE TABLE faces (
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x REAL NOT NULL, y REAL NOT NULL, w REAL NOT NULL, h REAL NOT NULL,
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landmarks BLOB, -- 5 × (x, y) f32, the alignment input
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detector_confidence REAL NOT NULL,
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embedding BLOB NOT NULL, -- 512 × f16, L2-normalised
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embedding BLOB NOT NULL, -- 512 × f16, the raw model output; re-normalised on load
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-- Length of that vector: the model's own reading of how recognisable the
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-- crop was, and the gate on whether this face may be compared *against*
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-- (faces.md §6, §9). NULL for a face stored as a unit vector before it
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-- was kept.
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quality REAL,
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-- Which model produced this. An embedding is only comparable to others
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-- from the same model; mixing them silently yields nonsense similarities.
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model_id TEXT NOT NULL,
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