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Validate abstract completeness, length, and alignment.
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Based on SOC occupation classification
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.
Review datasets, baselines, metrics, fairness, and leakage risks.
| name | abstract-validation |
| description | Validate abstract completeness, length, and alignment. |
Validate abstract completeness, length, and alignment.
Use explicit evidence, confidence, and conservative wording.
