Un programme intégré novateur auprès d’élèves présentant des troubles émotionnels et comportementaux : comment les recherches sur le trauma influencent l’intervention en milieu scolaire et les collaborations intersectorielles
Bibliographic record
Abstract
Cet article présente un programme d’intervention développé pour répondre aux besoins complexes des élèves présentant des troubles émotionnels et comportementaux. Il s’appuie sur l’intégration d’une approche sensible aux traumas et structure les pratiques selon une organisation de services multi-paliers en intégrant des mécanismes de soutien aux intervenants appuyés par la recherche sur l’implantation de pratiques. Ce programme transforme graduellement les pratiques et influence la collaboration à l’intérieur du milieu scolaire, ainsi que les collaborations intersectorielles afin de rendre plus complète et efficiente l’offre de services à ces élèves vulnérables et ainsi, espérer un impact plus positif.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.001 | 0.001 |
| 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; both teacher heads agree on what is shown here.
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".