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VARIATION IN PLANT RESPONSE TO NATIVE AND EXOTIC ARBUSCULAR MYCORRHIZAL FUNGI
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.
Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.
Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.
Classifier prediction
metacan-v1-d91a1de5be90Predictions imitate two machine teachers. Scores are not calibrated prevalence probabilities.
- Classifier candidate
- ObservationalBench or experimentalNot applicable
- Classifier consensus
- Observational
Teacher imitation scores
Codex
Observational0.601
Bench or experimental0.211
Not applicable0.003
Other design0.001
Theoretical or conceptual0.001
Randomized trial0.000
Meta-epidemiology (broad)0.000
Metaresearch0.000
Case report0.000
Bibliometrics0.000
Research integrity0.000
Science and technology studies0.000
Open science0.000
Non-randomized trial0.000
Systematic review0.000
Meta-epidemiology (narrow)0.000
Scholarly communication0.000
Meta-analysis0.000
Qualitative0.000
Simulation or modelling0.000
Gemma
Observational0.986
Not applicable0.053
Bench or experimental0.002
Metaresearch0.001
Theoretical or conceptual0.000
Case report0.000
Randomized trial0.000
Systematic review0.000
Research integrity0.000
Bibliometrics0.000
Non-randomized trial0.000
Meta-epidemiology (narrow)0.000
Meta-epidemiology (broad)0.000
Science and technology studies0.000
Scholarly communication0.000
Meta-analysis0.000
Qualitative0.000
Simulation or modelling0.000
Open science0.000
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.
Opus teacher head0.012
GPT teacher head0.206
- Teacher spread
- 0.193 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
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