La contribution des centres scolaires communautaires à la santé des francophones vivant en milieu minoritaire
Bibliographic record
Abstract
La santé des francophones vivant en milieu minoritaire est un sujet d’actualité. Récemment, les centres scolaires communautaires (CSC) ont commencé à explorer leur contribution en cette matière, puisque traditionnellement, leurs activités portaient sur les besoins culturels, éducatifs et sociaux des francophones. Cet article présente les résultats d’une étude qui examinait la capacité des CSC à augmenter le contact avec la langue française dans huit domaines de vie. Les centres ne semblent pas encore contribuer à l’augmentation des contacts avec la langue française dans le domaine de la santé. Toutefois, des exemples révèlent qu’ils peuvent influencer, entre autres, la santé physique (cours d’aérobie, sports collectifs) et psychologique (cours sur la gestion du stress).
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.003 | 0.011 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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; both teacher heads agree on what is shown here.
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".