L'impact de la couverture médiatique des violences sexuelles sur les taux d'agressions sexuelles au Québec entre 1974 et 2006
Bibliographic record
Abstract
In Quebec, the rate of sexual assault has risen since the 1980s, while the rate of aggravated (more serious) sexual assault has abated. How can these contradictory tendencies be explained? This study examines the empirical merits of the hypothesis that the increased rate of simple sexual assault is a result of more frequent denunciations of these offences in the period observed. The empirical corpus of this study is made up of 461 articles about sexual assault that appeared in the Journal de Montréal between 1974 and 2006. The results suggest that the increase in simple sexual assault in Quebec is an artificial phenomenon, attributable, in the main, to a higher level of denunciation of sexual assault, which has been encouraged by an increase in media coverage of sexual violence and the enactment of legislation in 1983. The secondary hypothesis that this denunciation has had a dissuasive effect is also examined.
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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 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".