Research & science
53 use cases, sorted by grade and score.
| Rank | Grade | Use case | Vertical | Function | Volume | Value | Risk | Score |
|---|---|---|---|---|---|---|---|---|
| 1 | S | Research-data privacy gate | Research & science | Research & education | routine | major | high | 4.70 |
| 2 | A | Citation-claim support check at scale | Research & science | Research & education | high | meaningful | moderate | 5.14 |
| 3 | A | Screening stage for systematic review | Research & science | Research & education | routine | meaningful | moderate | 4.62 |
| 4 | A | Lab notebook entry deviation detector | Research & science | Research & education | routine | major | moderate | 4.61 |
| 5 | A | Screener fit for participant recruiting | Research & science | Ops & HR | routine | meaningful | moderate | 4.31 |
| 6 | A | Lab-meeting question triage | Research & science | Research & education | high | meaningful | moderate | 4.22 |
| 7 | A | Reviewer-expertise matcher | Research & science | Research & education | routine | meaningful | moderate | 4.13 |
| 8 | A | JEV-Paper-Radar | Research & science | Research & education | routine | meaningful | moderate | 4.07 |
| 9 | A | Predatory venue call-for-papers screen | Research & science | Research & education | routine | meaningful | moderate | 4.07 |
| 10 | A | Peer-review manuscript scope triage by editors | Research & science | Research & education | routine | meaningful | moderate | 4.03 |
| 11 | A | Claim-evidence extraction gate | Research & science | Research & education | routine | meaningful | moderate | 4.01 |
| 12 | A | Plagiarism-adjacent paraphrase flag | Research & science | Research & education | routine | meaningful | moderate | 4.00 |
| 13 | A | Dataset mention extractor gate | Research & science | Agents & dev | routine | meaningful | moderate | 3.94 |
| 14 | A | Citation context intent classifier | Research & science | Research & education | routine | meaningful | moderate | 3.92 |
| 15 | A | Overclaim detector in abstracts | Research & science | Research & education | routine | meaningful | moderate | 3.87 |
| 16 | A | Interview transcript coder | Research & science | Research & education | routine | meaningful | moderate | 3.85 |
| 17 | A | Open-access repository version detector | Research & science | Research & education | routine | meaningful | moderate | 3.85 |
| 18 | A | Peer review comment tone check | Research & science | Research & education | routine | meaningful | moderate | 3.75 |
| 19 | A | Methods-section red flag screen | Research & science | Research & education | routine | meaningful | moderate | 3.72 |
| 20 | A | Repository deposit eligibility check | Research & science | Research & education | routine | meaningful | moderate | 3.62 |
| 21 | A | Paper skim triage | Research & science | Research & education | routine | meaningful | moderate | 3.58 |
| 22 | A | Research paper categorization | Research & science | Research & education | routine | meaningful | moderate | 3.48 |
| 23 | A | Preprint-to-field router | Research & science | Research & education | routine | meaningful | moderate | 3.22 |
| 24 | B | Retraction-risk triage of cited papers | Research & science | Research & education | occasional | major | moderate | 3.98 |
| 25 | B | Interview consent form clarity gate | Research & science | Research & education | occasional | major | high | 3.60 |
| 26 | B | Sample-label mismatch screen | Research & science | Research & education | occasional | major | moderate | 3.55 |
| 27 | C | Judge whether a research recommendation is supported by cited evidence | Research & science | Research & education | occasional | meaningful | moderate | 3.55 |
| 28 | C | Dedupe insights across studies | Research & science | Research & education | occasional | meaningful | moderate | 3.51 |
| 29 | C | Detect participant discomfort in research sessions | Research & science | Research & education | occasional | meaningful | moderate | 3.48 |
| 30 | C | A thousand papers sorted, then graded | Research & science | Research & education | occasional | meaningful | moderate | 3.41 |
| 31 | C | Tag interview transcript segments by research theme | Research & science | Research & education | occasional | meaningful | moderate | 3.40 |
| 32 | C | Statistical claim vs. data table consistency | Research & science | Research & education | occasional | meaningful | moderate | 3.29 |
| 33 | C | Related-work novelty gauge | Research & science | Research & education | occasional | meaningful | moderate | 3.27 |
| 34 | C | Conference session assigner | Research & science | Research & education | occasional | meaningful | moderate | 3.24 |
| 35 | C | Compare reviewer and author credential levels | Research & science | Research & education | occasional | meaningful | moderate | 3.19 |
| 36 | C | 2,300 AI papers in about 83 seconds | Research & science | Research & education | occasional | meaningful | low | 3.15 |
| 37 | C | Grant call fit scorer | Research & science | Research & education | occasional | meaningful | moderate | 3.09 |
| 38 | C | Bibliography reference-type split | Research & science | Research & education | occasional | meaningful | moderate | 3.04 |
| 39 | C | TypeEvacSafe | Research & science | Creative & industry | occasional | meaningful | moderate | 3.04 |
| 40 | C | Figure caption sufficiency check | Research & science | Research & education | occasional | meaningful | moderate | 2.94 |
| 41 | C | Grant application draft vs funder priorities check | Research & science | Research & education | occasional | meaningful | moderate | 2.90 |
| 42 | C | Reviewer comment actionability sorter | Research & science | Research & education | occasional | meaningful | moderate | 2.72 |
| 43 | C | Hypothesis-result consistency in preregistration audit | Research & science | Research & education | one-off | meaningful | moderate | 2.65 |
| 44 | C | jev-papers | Research & science | Research & education | occasional | meaningful | low | 2.65 |
| 45 | C | Reproducibility checklist from README | Research & science | Agents & dev | occasional | meaningful | moderate | 2.51 |
| 46 | C | Lab report section completeness | Research & science | Research & education | occasional | meaningful | moderate | 2.41 |
| 47 | C | 1kpapers | Research & science | Research & education | occasional | minor | moderate | 2.07 |
| 48 | C | Off-the-Shelf Technologies for Sentiment Analysis of Social Media Data: Two Empirical Stud | Research & science | Research & education | occasional | minor | low | 1.34 |
| 49 | X | jev-reviewer | Research & science | Research & education | occasional | meaningful | high | 3.21 |
| 50 | X | Supplement orphan finder | Research & science | Research & education | occasional | meaningful | low | 2.83 |
| 51 | X | cairn-jev-lab | Research & science | Agents & dev | occasional | minor | moderate | 1.99 |
| 52 | X | Jev-mice | Research & science | Agents & dev | occasional | none | low | 1.15 |
| 53 | ? | Source-credibility screen of a cited webpage | Research & science | Other | one-off | none | low | 0.00 |