Le discours des défenseurs des droits des hommes sur la violence conjugale
Bibliographic record
Abstract
Se disant victimes d'injustices non reconnues, les défenseurs des droits des hommes dénoncent le discours féministe sur la violence masculine et les politiques sociales mises en place depuis vingt ans pour combattre la violence conjugale. Cet article résume leurs principaux arguments à partir d'une analyse de contenu de trois ouvrages publiés au Québec. La seconde partie de l'article situe ces arguments à l'intérieur des controverses autour de la définition de la violence, de la violence des femmes et du maintien d'un équilibre entre les droits des victimes et ceux des personnes accusées devant les tribunaux. Elle fait aussi état de données qui remettent en question les thèses des défenseurs des droits des hommes sur la symétrie générale de la violence entre les sexes et sur la discrimination systématique dont les hommes seraient victimes au sein du système judiciaire.
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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 | 0.002 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 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".