occupation
Social Science Research Assistants
description
Stage audit: bibliography hygiene checks per reference and writes audit_quality/audit_confidence/audit_remediation per row.
updated
jon-chun/cite-guard
SkillsMP has collected 7 skills from jon-chun/cite-guard. Open a skill to review its source and details.
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Skills in this repository
6 occupation categories · 100% classified
Showing 7 of 7 collected skills.
skill
occupation
description
updated
occupation
Social Sciences Teachers, Postsecondary, All Other
description
Stage ground: evaluates whether each reference supports the claims it is cited for; fetches evidence preferring md/html/tex/rtf/txt/pdf; writes ground_* columns and produces grounding reports.
updated
occupation
Software Developers
description
Initialize the reference QA pipeline by creating out/audit_references.csv with one row per BibTeX entry and required stage columns.
updated
occupation
Data Scientists
description
Stage ml: ML venue lens (default NeurIPS) scoring per reference for technical fit: canonicality, baseline relevance, recency for SOTA claims; writes ml_* columns.
Source text: Undetermined
updated
occupation
Software Developers
description
Stage resolve: resolve each reference against OpenAlex/Crossref/arXiv/DBLP; detect hallucinations and metadata mismatches; writes resolve_* columns and refs.corrected.bib.
updated
occupation
Social Scientists & Related Workers, All Other
description
Final stage: compute reference_quality_score by weighted QUALITY×CONFIDENCE across audit/resolve/ground/venue/ml; rank and assign review_priority; includes default + venue-specific blocker rules.
updated
occupation
Political Scientists
description
Stage venue: policy venue lens (governance/ethics/policy) scoring per reference based on authority/genre appropriateness for policy claims; writes venue_* columns.
updated
Showing 7 of 7 collected skills.