Programme d’aide préscolaire aux Autochtones (PAPA) dans les collectivités urbaines et nordiques de l’Alberta – Évaluation pilote à l’aide d’une étude longitudinale
Bibliographic record
Abstract
<sec> <title>Résumé</title> Le Programme d’aide préscolaire aux Autochtones dans les collectivités urbaines et nordiques (PAPACUN) est un programme d’intervention précoce financé par Santé Canada pour répondre aux besoins des enfants autochtones d’âge préscolaire et de leurs parents. L’étude pilote, fondée sur les principes de la recherche communautaire, a évalué un PAPA offert hors réserve en Alberta : globalement, les résultats des élèves ayant suivi un PAPA sont positifs. Cette phase préliminaire d’une étude longitudinale d’évaluation de tous les centres PAPA en Alberta a permis de formuler plusieurs recommandations, qui vont dans le sens de la poursuite de ce type d’évaluation tout en tentant de repousser les limites rencontrées lors de cette première phase (données disponibles, outils, contexte). </sec>
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.008 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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; a candidate call from one teacher head, 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".