Intimidation homophobe, stratégies d’adaptation et intégration de l’orientation sexuelle
Bibliographic record
Abstract
Sexual minority youths (SMY) face challenges in consolidating their sexual identity because of heterosexism. The role of homophobic bullying and coping strategies in the formation of sexual identity has been explored within a convenient sample of 262 sexual minority youths. Six dimensions of sexual identity formation have been tested, independent variables being: homophobic bullying, coping strategies (avoidance and problem-solving), age, gender, migration trajectory, residency, sexual attraction and time elapsed since the realization of the sexual identity difference. Homophobic bullying was associated with a lower score of sexual identity affirmation and higher scores of identity concealment, internalized homo/bi-phobia, acceptance concern, identity uncertainty and process difficulty. Problem-solving coping strategies were associated with acceptance concerns. Avoidance coping strategies were associated with higher scores of acceptance concern and process difficulty in accepting non-heterosexual identity. Results confirm the importance of homo/bi-phobia prevention in order to help SMY in sexual identity consolidation.
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".