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Check interpretation quality, limitations, and overclaiming.
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Based on SOC occupation classification
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.
Create stable anchors for sections, paragraphs, figures, tables, equations, and references.
Review datasets, baselines, metrics, fairness, and leakage risks.
| name | discussion-limitations-review |
| description | Check interpretation quality, limitations, and overclaiming. |
Check interpretation quality, limitations, and overclaiming.
Use explicit evidence, confidence, and conservative wording.
