domains / families / research / building-screening-rubrics
building-screening-rubrics
separate
Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback
When to use
- Starting a new literature search that will screen 50+ papers
- Current rubric misclassifies papers (false positives/negatives)
- Need to define "relevance" criteria before automated screening
- Want to update criteria and re-screen cached papers
- Building helper scripts for evaluating-paper-relevance
- Small searches (<20 papers) - manual screening is fine
- Rubric already works well - no need to rebuild
- One-off exploratory searches
When not to use
- Small searches (<20 papers)
- Rubric already works well
- One-off exploratory searches
Skill page
Source