L’orchestre à l’école et les capacités d’autorégulation des élèves de primaire1
Bibliographic record
Abstract
L’orchestre à l’école est un dispositif extrascolaire qui permet aux élèves de pratiquer la musique au sein de l’établissement à des moments spécifiques de la semaine. Jouer d’un instrument sollicite de nombreuses capacités sociales et cognitives chez un enfant. Des études ont mis en évidence qu’une pratique régulière d’un instrument de musique améliore les fonctions perceptives et motrices de l’apprenant. Partant de ces constats, la pratique régulière de la musique favoriserait les transferts cognitifs et exercerait ainsi une influence sur les capacités de raisonnement de l’élève, notamment en contribuant à développer ses processus d’autorégulation. Cette étude compare les activités de raisonnement d’élèves de 9-10 ans, musiciens et non musiciens, sur une résolution de problème en mathématiques, afin de vérifier si la pratique instrumentale vécue au sein de l’orchestre à l’école influence les processus d’autorégulation.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.002 |
Machine scores (provisional)
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.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".