La participation publique favorise-t-elle l’ empowerment ? Un état des lieux au Québec et dans le monde anglo-saxon
Bibliographic record
Abstract
Le concept de participation informe les lois et les politiques sociales dans de nombreux domaines. Il est présenté par certains comme un moyen de renforcer l’ empowerment des citoyens et, par d’autres, comme un moyen de légitimer les institutions publiques et de restreindre l’autonomie citoyenne. Cet article vise à éclairer ce débat dans le domaine de la santé mentale à partir du contexte québécois en s’appuyant essentiellement sur une littérature anglo-saxonne. Cette réflexion est susceptible d’éclairer autant les chercheurs que les intervenants sociaux qui souhaitent comprendre et soutenir l’ empowerment des groupes de citoyens dans le domaine de la santé mentale et au-delà.
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.006 | 0.012 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".