Il faut démanteler le statu quo et promouvoir des politiques pour la santé, le bien-être et l’équité : un prélude à l’ « IUHPE2022 »
Bibliographic record
Abstract
La promotion de la santé en tant que champ de pratique et de recherche continue d'évoluer.En tant que mouvement mondial, la communauté de la promotion de la santé fait entendre de nombreuses voix.Il est toutefois difficile de continuer à trouver un équilibre entre des techniques et des approches élégantes et sophistiquées, d'une part, et des problèmes de santé bien concrets et souvent aigus, d'autre part.Les conférences mondiales de l'Union internationale de promotion de la santé et 1044290P ED0010.1177/17579759211044290CommentaireB.
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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 | 0.013 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.021 |
| Scholarly communication | 0.018 | 0.012 |
| Open science | 0.002 | 0.010 |
| Research integrity | 0.007 | 0.015 |
| Insufficient payload (model declined to judge) | 0.019 | 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".