Le hockey pour tous, mais pas pour toutes? Regard croisé sur la médiatisation du racisme et du sexisme au hockey
Bibliographic record
Abstract
This article analyzes two cases specific to ice hockey in the Quebec media/sport cultural complex that highlight recent shifts in discourses on racism and sexism. The authors argue that sexism is the least contested form of discrimination in hockey, while overt and explicit racist acts are widely condemned. This is not to say that racism has disappeared from hockey. If acts of blatant racism are denounced by the media and sports structures, the same would not apply to forms of blatant sexism, where entire arguments and vocabulary are put into action to diminish the scope of sexism involved in these situations. This analysis also demonstrates the workings of the symbolic development of contemporary North American ice hockey. The reasons for the discrepancies between the public expressions of racism and sexism are that hockey remains a sport where many forms of hegemonic masculinities are still expressed.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.015 | 0.027 |
| Scholarly communication | 0.009 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 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".