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Add domain reference (k=8, p99 ceiling)

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Anchored-QWK head: MAE -19%, top1% +33% vs previous release

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Re-upload head with demo-linked model card

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Update deep residual head on refreshed labels: test Spearman 0.757

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Publish deep residual head (EMA + warm restarts): test Spearman 0.744

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Bake calibration LUT into model (calibrated_score matches library); SDK class -> SilvaScorer

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Add label smoothing (eps=0.2): kills 0~1 tail saturation, top_1pct 0.04->0.20, test sp 0.7576

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Simplify model card

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