A person was raped, who is the agent?
Bibliographic record
Abstract
This paper focuses on media coverage of cases of sexual assault committed by public figures in the Québec cultural landscape who were publicly accused by their victims over the course of two #MeToo movements. We consider the four cases of: Gilbert Rozon, Éric Salvail, Julien Lacroix, and Maripier Morin. While the former two cases have been to court, the latter two have not. We are interested in how the media talk about the sexual assaults committed, specifically the lexical items and patterns of syntactic agency, depending on whether the case was prosecuted or not. Our data consist of the headline and first paragraph of articles published about the cases in three influential francophone newspapers in Québec. We argue that the media coverage of the sexual assault cases analyzed reinforces the ideology that sexual assaults in prosecuted cases are more credible and severe than those that are not prosecuted in court.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".