Résultats de l’évaluation des effets d’un programme de prévention des agressions à caractère sexuel auprès d’élèves de secondaire III au cours de sa phase pilot
Bibliographic record
Abstract
Cette étude expose les résultats de l’évaluation des effets d’un nouveau programme de prévention de la violence sexuelle chez des jeunes de secondaire III au cours de sa phase pilote. Cette évaluation repose sur un devis préexpérimental prétest/post-test, auprès d’un échantillon de 167 élèves ayant participé aux ateliers en classe. Les résultats révèlent qu’après leur participation au programme, les élèves améliorent leurs connaissances, leurs attitudes, leurs habiletés préventives et de soutien, et leur sentiment d’autoefficacité. Cette étude cerne des effets favorables à la participation au programme et contribue à l’optimisation des pratiques préventives offertes aux jeunes en matière de violence sexuelle. Mots-clés : éducation à la sexualité, prévention, violence sexuelle, évaluation de programme, adolescence
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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 | 0.007 | 0.016 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".