Remove error code references from README
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README.md
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@@ -62,22 +62,9 @@ verdict = guard.screen("Introduction: We present a novel deep learning approach.
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```bash
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# In run_pubverse_pipeline.sh:
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PUBGUARD_CODE=$(echo "$PDF_TEXT" | python3 pub_check/scripts/pubguard_gate.py 2>/dev/null)
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# stdout: PV-0000 | ALL_CLEAR | Welcome to the lab.
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# exit 0 = pass, exit 1 = reject
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```
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## Error Codes
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PubGuard error codes encode the classifier predictions directly:
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`PV-0[doc_type][ai_detect][toxicity]`
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- `PV-0000` — PASS: scientific_paper + human + clean
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- `PV-0300` — Junk detected
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- `PV-0100` — Poster presentation
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- `PV-0200` — Abstract only (no full paper)
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See `ERRORS.md` for the complete (and snarky) error code reference.
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## Training Data
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Trained on datasets from HuggingFace (15K samples/class):
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```bash
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# In run_pubverse_pipeline.sh:
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PUBGUARD_CODE=$(echo "$PDF_TEXT" | python3 pub_check/scripts/pubguard_gate.py 2>/dev/null)
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# exit 0 = pass, exit 1 = reject
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```
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## Training Data
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Trained on datasets from HuggingFace (15K samples/class):
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