Création d’un centre de ressources sociocommunautaires pour soutenir le Partenariat-École-Famille-Communauté (P-E-F-C) au Bas-Saguenay : une recherche-action
Bibliographic record
Abstract
Cet article expose les résultats d’une recherche-action à l’origine de la création d’un centre de ressources sociocommunautaires visant à améliorer le partenariat école-famille-communauté au Bas-Saguenay Sud[1]. Les perceptions recueillies sur la mobilisation des moyens éducatifs disponibles sur le territoire auprès des acteurs scolaires et communautaires poussent à renforcer leurs collaborations et à générer une dépendance réciproque entre l’école et ses partenaires externes.
 
 [1] Notre projet de recherche soutenu par le Centre de services scolaire Des Rives-du-Saguenay a bénéficié du soutien financier du Consortium Régional de Recherche en Éducation (CRRE). Nous remercions le professeur Loïc Pulido pour la relecture du texte.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.006 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.002 | 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) | 0.000 | 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 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".