Pour une histoire globale du Canada à l’épreuve de la seconde guerre mondiale For a Comprehensive and Global History of the Second World War’s Impact on Canada
Bibliographic record
Abstract
Alors que s’approchent les 80 ans de la fin de la seconde guerre mondiale, il paraît opportun de proposer une initiative éditoriale dont l’objectif est de mettre en lumière l’impact et le déroulement du conflit sur la société canadienne, en tenant compte des avancées et des débats historiographiques les plus récents. Nous lançons par conséquent un double appel à articles pour un numéro thématique de la revue Études canadiennes/Canadian Studies (n° 97 décembre 2024) et du Bulletin d’histoire politique (2025) portant sur une histoire globale du Canada durant la seconde guerre mondiale.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.017 | 0.005 |
| Scholarly communication | 0.010 | 0.004 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.005 | 0.006 |
| Insufficient payload (model declined to judge) | 0.080 | 0.006 |
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".