Les retombées de la première année d’implantation des classes « Kangourou » au Québec
Bibliographic record
Abstract
Dans cette étude, les difficultés de comportement et le fonctionnement émotionnel et comportemental de 36 enfants fréquentant des classes « Kangourou » (CK) sont comparés à ceux de 21 enfants avec des difficultés de comportement recevant les services scolaires traditionnels. Les perceptions des enseignants et des parents quant à l’efficacité des CK sur le fonctionnement des enfants et le temps que les élèves des CK ont passé en intégration dans une classe ordinaire sont ensuite décrits. Globalement, les résultats montrent une plus grande amélioration des enfants fréquentant les CK sur les variables mesurant le fonctionnement émotionnel ainsi qu’une perception très positive de l’impact des CK sur le fonctionnement des enfants par les enseignants et les parents.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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".