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evo-citation-scorer

Compares parsed BibTeX citation metadata against API results using fuzzy string matching and multi-factor scoring to classify citations as real or fake, then outputs the final JSON report.

tasks-evolved/citation-check/environment/skills/evo-citation-scorer/SKILL.md

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# evo-citation-scorer

Scores and classifies citations as real or fake.

## Key Functions

- `normalize_string(text)` - Normalize for comparison (lowercase, no punctuation)
- `calculate_title_similarity(title1, title2)` - Token-based title similarity (0-100)
- `compute_composite_score(citation, api_result)` - Multi-factor score (title 50%, author 30%, year 20%)
- `classify_citation(verification_result)` - Classify as Real/Fake based on scores
- `export_fake_citations_json(fake_titles, output_file)` - Write sorted JSON output

## Classification Logic