# Research & science AI use cases

53 use cases, sorted by grade and score.

- [verticals](/verticals/)
- [Research-data privacy gate — Grade S, score 4.7](/use-cases/research-data-privacy-gate/)
- [Citation-claim support check at scale — Grade A, score 5.14](/use-cases/citation-claim-support-check-at-scale/)
- [Screening stage for systematic review — Grade A, score 4.62](/use-cases/screening-stage-for-systematic-review/)
- [Lab notebook entry deviation detector — Grade A, score 4.61](/use-cases/lab-notebook-entry-deviation-detector/)
- [Screener fit for participant recruiting — Grade A, score 4.31](/use-cases/screener-fit-for-participant-recruiting/)
- [Lab-meeting question triage — Grade A, score 4.22](/use-cases/lab-meeting-question-triage/)
- [Reviewer-expertise matcher — Grade A, score 4.13](/use-cases/reviewer-expertise-matcher/)
- [JEV-Paper-Radar — Grade A, score 4.07](/use-cases/jev-paper-radar/)
- [Predatory venue call-for-papers screen — Grade A, score 4.07](/use-cases/predatory-venue-call-for-papers-screen/)
- [Peer-review manuscript scope triage by editors — Grade A, score 4.03](/use-cases/peer-review-manuscript-scope-triage-by-editors/)
- [Claim-evidence extraction gate — Grade A, score 4.01](/use-cases/claim-evidence-extraction-gate/)
- [Plagiarism-adjacent paraphrase flag — Grade A, score 4](/use-cases/plagiarism-adjacent-paraphrase-flag/)
- [Dataset mention extractor gate — Grade A, score 3.94](/use-cases/dataset-mention-extractor-gate/)
- [Citation context intent classifier — Grade A, score 3.92](/use-cases/citation-context-intent-classifier/)
- [Overclaim detector in abstracts — Grade A, score 3.87](/use-cases/overclaim-detector-in-abstracts/)
- [Interview transcript coder — Grade A, score 3.85](/use-cases/interview-transcript-coder/)
- [Open-access repository version detector — Grade A, score 3.85](/use-cases/open-access-repository-version-detector/)
- [Peer review comment tone check — Grade A, score 3.75](/use-cases/peer-review-comment-tone-check/)
- [Methods-section red flag screen — Grade A, score 3.72](/use-cases/methods-section-red-flag-screen/)
- [Repository deposit eligibility check — Grade A, score 3.62](/use-cases/repository-deposit-eligibility-check/)
- [Paper skim triage — Grade A, score 3.58](/use-cases/paper-skim-triage/)
- [Research paper categorization — Grade A, score 3.48](/use-cases/research-paper-categorization/)
- [Preprint-to-field router — Grade A, score 3.22](/use-cases/preprint-to-field-router/)
- [Retraction-risk triage of cited papers — Grade B, score 3.98](/use-cases/retraction-risk-triage-of-cited-papers/)
- [Interview consent form clarity gate — Grade B, score 3.6](/use-cases/interview-consent-form-clarity-gate/)
- [Sample-label mismatch screen — Grade B, score 3.55](/use-cases/sample-label-mismatch-screen/)
- [Judge whether a research recommendation is supported by cited evidence — Grade C, score 3.55](/use-cases/judge-whether-a-research-recommendation-is-supported-by-cited-evidence/)
- [Dedupe insights across studies — Grade C, score 3.51](/use-cases/dedupe-insights-across-studies/)
- [Detect participant discomfort in research sessions — Grade C, score 3.48](/use-cases/detect-participant-discomfort-in-research-sessions/)
- [A thousand papers sorted, then graded — Grade C, score 3.41](/use-cases/a-thousand-papers-sorted-then-graded/)
- [Tag interview transcript segments by research theme — Grade C, score 3.4](/use-cases/tag-interview-transcript-segments-by-research-theme/)
- [Statistical claim vs. data table consistency — Grade C, score 3.29](/use-cases/statistical-claim-vs-data-table-consistency/)
- [Related-work novelty gauge — Grade C, score 3.27](/use-cases/related-work-novelty-gauge/)
- [Conference session assigner — Grade C, score 3.24](/use-cases/conference-session-assigner/)
- [Compare reviewer and author credential levels — Grade C, score 3.19](/use-cases/compare-reviewer-and-author-credential-levels/)
- [2,300 AI papers in about 83 seconds — Grade C, score 3.15](/use-cases/2-300-ai-papers-in-about-83-seconds/)
- [Grant call fit scorer — Grade C, score 3.09](/use-cases/grant-call-fit-scorer/)
- [Bibliography reference-type split — Grade C, score 3.04](/use-cases/bibliography-reference-type-split/)
- [TypeEvacSafe — Grade C, score 3.04](/use-cases/typeevacsafe/)
- [Figure caption sufficiency check — Grade C, score 2.94](/use-cases/figure-caption-sufficiency-check/)
- [Grant application draft vs funder priorities check — Grade C, score 2.9](/use-cases/grant-application-draft-vs-funder-priorities-check/)
- [Reviewer comment actionability sorter — Grade C, score 2.72](/use-cases/reviewer-comment-actionability-sorter/)
- [Hypothesis-result consistency in preregistration audit — Grade C, score 2.65](/use-cases/hypothesis-result-consistency-in-preregistration-audit/)
- [jev-papers — Grade C, score 2.65](/use-cases/jev-papers/)
- [Reproducibility checklist from README — Grade C, score 2.51](/use-cases/reproducibility-checklist-from-readme/)
- [Lab report section completeness — Grade C, score 2.41](/use-cases/lab-report-section-completeness/)
- [1kpapers — Grade C, score 2.07](/use-cases/1kpapers/)
- [Off-the-Shelf Technologies for Sentiment Analysis of Social Media Data: Two Empirical Stud — Grade C, score 1.34](/use-cases/off-the-shelf-technologies-for-sentiment-analysis-of-social-media-data/)
- [jev-reviewer — Grade X, score 3.21](/use-cases/jev-reviewer/)
- [Supplement orphan finder — Grade X, score 2.83](/use-cases/supplement-orphan-finder/)
- [cairn-jev-lab — Grade X, score 1.99](/use-cases/cairn-jev-lab/)
- [Jev-mice — Grade X, score 1.15](/use-cases/jev-mice/)
- [Source-credibility screen of a cited webpage — Grade ?, score 0](/use-cases/source-credibility-screen-of-a-cited-webpage/)