Éléments pour la modélisation d’une pratique professionnelle d’intervention socio-éducative basée sur la collaboration École-Famille-Communauté
Bibliographic record
Abstract
Cet article présente la modélisation d’une forme particulière de pratique communautaire école-famille-communauté, celle de l’intervenant communautaire-scolaire au centre d’une initiative intersectorielle d’un quartier multiculturel du nord de Montréal. Les résultats découlent d’une analyse qualitative réalisée sur un corpus de données documentaires, d’entrevues et de notes d’observation. Ils mettent en relief les dimensions et formes spécifiques du métier. Celui-ci est en continuité avec les métiers de l’animation sociale, avec pour spécificité un assemblage original de ces formes d’action dans une même initiative, notamment en raison de sa capacité à prendre en considération les conditions fondamentales d’une intervention socio-éducative.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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; 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".