# Tag interview transcript segments by research theme

Judges: One 20-second transcript segment. Questions: choice:theme - \[study themes,none\]; score:emotional\_intensity - \[low,med,high\]. Action: Build theme heatmap and jump list to high-emotion clips.

Grade: C — A clean typed decision with low volume or low value, or too vague to act on.. Score: 3.4.

Vertical: Research & science.

Function: Research & education.

Status: Idea.

Volume: occasional.

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/)