For Reviewers
AI-generated references are a growing problem in peer review. Studies show that fabricated citations are difficult to spot manually — but The Source Taster catches them automatically.
Why Reviewers Need This Tool
- 40% of AI-generated citations are fabricated — and they look convincing
- Traditional plagiarism checkers don't detect hallucinated references — they only check copied text
- Manual verification is time-consuming — 62.8% of researchers report struggling with it
The Source Taster gives you a fast, transparent way to verify every reference in a manuscript.
Batch-Verify an Entire Bibliography
- Copy the reference list from the manuscript under review
- Paste it into the extension or upload the PDF
- The system extracts all references, searches 5 academic databases, and scores each one
- Review the colour-coded results in seconds
What the Scores Mean
| Score | Classification | Action |
|---|---|---|
| ≥90% | Exact Match | Verified — exists in academic databases |
| 70–89% | Strong Match | Likely real — minor formatting differences |
| 40–69% | Possible Match | Check manually — author, title, or year mismatch |
| <40% | No Match | Not found — likely hallucinated |
Transparent Scoring
Every match includes a field-by-field breakdown:
- Title similarity — Levenshtein-Damerau fuzzy match
- Author match — Normalised name comparison
- Year match — Exact or nearby year
- Journal / venue match
- DOI / identifier match
No black box — you see exactly why each reference scored what it did.
Privacy & Confidentiality
- The extension is stateless — manuscripts are never stored
- References are only sent to academic databases for verification
- No data is logged or retained
Recommended Workflow
- Receive a manuscript for review
- Copy the bibliography section
- Run it through The Source Taster
- Note any "No Match" or low-scoring references in your review
- Flag systematically fabricated citations to the editor
Accuracy
Validated in a controlled Master's thesis study at the University of Siegen:
- 93% exact-match rate on genuine APA references
- 100% hallucination detection on synthetic fabrications
- <3 seconds average processing time per reference
- 10 citation styles tested
Integration
The Source Taster works as a Chrome extension (also Edge, Brave, Opera) and Firefox add-on. No account required — just install and use.