Method
Research Signal Relevance Classifier
Classifies a paper, advisory, standard or update by source quality, novelty, uncertainty, actionability and L2ET domain fit.
Field scoring contract
| Field | Type | Role | Direction | Scored |
|---|---|---|---|---|
| Signal text | textarea | context | context | no |
| Source type | select | evidence_signal | higher_is_worse | yes |
| Novelty | select | evidence_signal | higher_is_worse | yes |
| Operational relevance | select | evidence_signal | higher_is_worse | yes |
| Uncertainty | select | evidence_signal | higher_is_worse | yes |
| Actionability | select | evidence_signal | higher_is_worse | yes |
Limits
- Preliminary output
- Human review required
- Not certification
- Context text is not averaged into numeric scores.
- Outputs require source/evidence review before decisions.