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Normalize issues into a single production schema.
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Validate abstract completeness, length, and alignment.
Enforce evidence-grounded outputs with explicit uncertainty.
Screen for excessive self-citation and suspicious citation patterns.
Run contradiction and alignment checks across all sections.
Check interpretation quality, limitations, and overclaiming.
Create stable anchors for sections, paragraphs, figures, tables, equations, and references.
Based on SOC occupation classification
| name | issue-normalization |
| description | Normalize issues into a single production schema. |
Normalize issues into a single production schema.
Use explicit evidence, confidence, and conservative wording.
