Multi-site electrocatalysts for hydrogen evolution in neutral media by destabilization of water molecules
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Classifier prediction
metacan-v1-d91a1de5be90Predictions imitate two machine teachers. Scores are not calibrated prevalence probabilities.
- Classifier candidate
- Bench or experimentalTheoretical or conceptual
- Classifier consensus
- Bench or experimental
Teacher imitation scores
Codex
Gemma
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
- Teacher spread
- 0.215 how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baselineverbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state. A historical pilot model assigned positive labels at roughly half the rate here, which is a machine-label association rather than an accuracy estimate.