Adaptation scolaire et sociale d’élèves ayant reçu des services éducatifs complémentaires pour troubles de comportement dès le début de leur scolarité
Bibliographic record
Abstract
L’étude examine l’évolution d’un groupe d’élèves suivi à l’école pour des troubles de comportement dès le 1ercycle du primaire et cherche à déterminer si leur adaptation scolaire et sociale au 3ecycle devient comparable à celle d’enfants n’ayant pas eu de troubles de comportement en début de scolarité. Les résultats montrent que les troubles de comportement sont relativement stables en dépit des services reçus. Cependant, l’adaptation sociale des élèves est assez comparable à celle du groupe témoin pour ce qui est de la délinquance et de la consommation de psychotropes. Leur rendement scolaire demeure toutefois faible malgré de bonnes habiletés cognitives. Ces résultats sont discutés dans une perspective d’intervention.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".