Les violences homophobes et leurs impacts sur la persévérance scolaire des adolescents au Québec
Bibliographic record
Abstract
Une enquête par questionnaire auprès de 2 747 élèves de 14 à 17 ans fréquentant des écoles publiques au Québec a permis d’estimer la victimation homophobe et d’examiner ses impacts sur la persévérance scolaire. Alors que plus du tiers des élèves hétérosexuels déclarent avoir été victimes d’au moins un incident à caractère homophobe durant les 6 à 8 mois précédant l’enquête, cette proportion s’élève à 69 % pour les élèves lesbiennes, gais, bisexuels ou en questionnement. Les insultes et les moqueries touchent davantage les garçons alors que la cyberintimidation atteint davantage les filles. Parmi les impacts de la victimation homophobe, on relève l’absentéisme scolaire, le désir de changer d’école, un plus faible sentiment d’appartenance au milieu scolaire et des aspirations scolaires plus limitées. Ces impacts s’aggravent lorsque la victimation devient plus fréquente. Ces résultats appellent à une intervention globale, concertée et cohérente pour prévenir la violence homophobe en milieu scolaire.
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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 | 0.002 | 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) | 0.004 | 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".