Validation de la version française du CTQ et prévalence de l’histoire de maltraitance 1
Bibliographic record
Abstract
Cette étude démontre que les cinq échelles de maltraitance des versions longue et courte du CTQ sont valides et utilisables avec la population francophone. Elle montre aussi que la négligence émotionnelle est la forme de maltraitance la plus fréquente dans notre échantillon de la population générale, alors que la négligence physique est celle qui est la moins fréquente. Les prévalences d’abus physique, d’abus émotionnel et d’abus sexuel de notre échantillon de convenance correspondent grosso modo aux taux généralement obtenus auprès d’échantillons non cliniques. Enfin, les femmes présentent une plus forte co-occurrence des différentes formes de maltraitance que les hommes, impliquant tout particulièrement l’abus sexuel.
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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 | 0.043 | 0.084 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".