« Grâce à elle(s) ? » : le rôle des femmes dans la construction du Canada
Bibliographic record
Abstract
Ce numéro 88 fait suite au Congrès annuel de l’Association française d’études canadiennes qui s’est tenu à Bordeaux du 12 au 14 juin 2019 sur le thème « Grâce à elle(s) ? » : le rôle des femmes dans la construction du Canada. À une époque où le Canada s’enorgueillit d’adopter « une politique d’aide internationale féministe » pour promouvoir l’égalité des sexes et contribuer au renforcement du pouvoir des femmes et des filles dans le monde, il apparait particulièrement opportun d’examiner les faits et les questions relatifs aux femmes et à la manière (sous-évaluée ?) dont elles ont contribué à la construction du Canada. À travers une sélection d’articles représentatifs, ce nuérmo reflète la richesse et la diversité des contributions que cette thématique a inspirées.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.026 | 0.018 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.015 | 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".