Caroline CARON (2014), Vues, mais non entendues. Les adolescentes québécoises et l’hypersexualisation. Québec, Presses de l’Université Laval, Coll. « Sociologie au coin de la rue »
Bibliographic record
Abstract
L’ouvrage est organise en cinq chapitres. L’introduction contextualise parfaitement la recherche grâce a un retour sur la theorie feministe que revendique l’auteure et sur les etudes critiques a propos des jeunes. Elle pose tres clairement la problematique. D’emblee, on sait que l’ouvrage n’a « pas pour but de comprendre pourquoi certaines adolescentes ont tant prise la mode dite sexy au cours des dernieres annees, ni d’expliquer les consequences d’une culture populaire obsedee par la jeuness...
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.009 | 0.005 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.013 | 0.002 |
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".