Civilité et comités de citoyens marseillais et québécois : des réactions à l’insécurité aux fondements des politiques publiques
Bibliographic record
Abstract
À partir de l’exemple de deux groupes de citoyens en France et au Québec, cet article examine les réactions et les mobilisations des habitants de quartiers « populaires†» face à des situations qu’ils jugent peu sécuritaires. L’analyse souligne combien les revendications en matière de sécurité publique questionnent les fondements du vivre-ensemble. Ce questionnement est pourtant appréhendé très différemment en France et au Québec. Les divergences constatées entre les politiques de sécurité publiques ne relèvent pas tant de demandes différentes que de structuration particulière d’espaces politiques nationaux. L’analyse insiste ainsi sur l’importance des médiations entre société civile et État.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.011 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 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 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".