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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@@ -75,8 +75,10 @@ pub use cluster::{
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#[cfg(feature = "inference")]
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pub use detect::{DetectOptions, Detection, Detector};
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#[cfg(feature = "inference")]
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pub use embed::Embedder;
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pub use embedding::{Embedding, ModelId, EMBEDDING_DIM};
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pub use embed::{Embedded, Embedder};
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pub use embedding::{
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in_gallery, read_f16_bytes, Embedding, ModelId, EMBEDDING_DIM, MIN_GALLERY_QUALITY,
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};
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pub use naming::{name_for_instance, name_instances, NamedFace};
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/// What can go wrong between an image and a face.
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