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@rpatrik96 rpatrik96 released this 29 May 11:10
· 42 commits to main since this release
v1.0.0
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Learn about vigilant mode.

First stable release.

Highlights

  • Faster verification: short-circuiting CrossRef → OpenAlex → DBLP → OpenReview → Semantic Scholar cascade (~1.4 API calls/entry), replacing the always-fan-out path gated by the slowest rate limit.
  • Major accuracy fix: valid-entry false-positive rate cut from ~61% to ~9%, and hallucinations leaked as "verified" from ~14% to ~0%, via fielded title-search retrieval, structured-name author comparison, and positive-confirmation verdict semantics. Principled, not benchmark-overfit (dataset mislabels stay correctly verified).
  • Honest 3-way verdicts: verified / could-not-verify / problematic — an unverifiable citation is surfaced for review, never silently passed as valid.
  • New integrity checks: DOI-target consistency, ID-anchored author-fabrication, arXiv-DOI normalization, broadened venue aliases.
  • Robustness: thread-safe concurrent checking, pre-warmed Crossref fetches, confidence calibration re-grounded on the 3-way model.

996 tests passing.

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