# Citation context intent classifier

Judges: one sentence around an in-text citation. Questions: choice:intent - background|method\_used|result\_compared|criticism. Action: Build per-paper citation-intent profile.

Grade: A — A clean typed decision \(yes/no, a pick from a list, or a level on a scale\) that is concrete, repeats routinely, and has meaningful value.. Score: 3.92.

Vertical: Research & science.

Function: Research & education.

Status: Idea.

Volume: routine.

Value: meaningful.

Risk: moderate.

Evidence: null.

Flags: None.

- [Vertical](/verticals/research_science/)
- [Function](/functions/research_edu/)
- [Research-data privacy gate](/use-cases/research-data-privacy-gate/)
- [Citation-claim support check at scale](/use-cases/citation-claim-support-check-at-scale/)
- [Screening stage for systematic review](/use-cases/screening-stage-for-systematic-review/)
- [Lab notebook entry deviation detector](/use-cases/lab-notebook-entry-deviation-detector/)
- [Lab-meeting question triage](/use-cases/lab-meeting-question-triage/)
- [Reviewer-expertise matcher](/use-cases/reviewer-expertise-matcher/)