Organisation communautaire en CSSS-CLSC au Québec et associations de santé communautaires au Mali : une étude comparative en développement des communautés
Bibliographic record
Abstract
Le Regroupement québécois des intervenants et intervenantes en action communautaire en CLSC et centres de santé (RQIIAC) et la Fédération nationale des associations de santé communautaire du Mali (FENASCOM) sont engagés dans une démarche de formation des responsables des associations de santé communautaire (ASACO). Cette coopération de proximité est basée sur le principe d’un profit mutuel pour les partenaires. Mettre l’expérience québécoise d’organisation communautaire au service des ASACO, c’est, pour les membres du RQIIAC, ajuster leur expertise à\nun contexte culturel différent, mais c’est aussi apprendre comment se mobilise la société civile du Mali dont l’expérience démocratique se démarque en Afrique.
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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 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".