Improve IK-style artifact scanner pipeline
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@@ -2,12 +2,15 @@
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Field-level accuracy measurement for the artifact OCR parser. This is the gate
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every OCR, crop, layout, or parser change runs against (see ADR-007).
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It is necessary but not sufficient for the IK target: live scan speed and
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review/miss rates are measured by `npm run scan:goal:compare`.
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## Run it
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```powershell
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npm run eval # full accuracy report for the seed corpus
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npm test # runs the eval gate alongside the rest of the suite
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npm run scan:assessment:test # verifies quality-first scan ranking logic
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```
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The report prints exact-match rate, overall field accuracy, a per-field
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