L’aide sociale locale, forme dominée de l’action sociale. Les centres publics d’aide sociale en milieu rural
Bibliographic record
Abstract
La loi sur les Centres publics d’aide sociale se trouve chargée de beaucoup d’ambitions et d’espoirs. Qu’en est-il en réalité ? Essayant de situer l’aide sociale locale en milieu rural dans le champ des contraintes à la fois locales (le pouvoir local) et institutionnelle (sa position relative dans le champ de l’aide sociale), l’analyse permet de mettre à jour les logiques différentes des usagers et des promoteurs; l’aide locale se trouve alors située comme position faible dans le champ de l’aide sociale. Si les conclusions sont démystifiantes, cette analyse cherche à permettre, notamment aux travailleurs sociaux, de mieux situer les enjeux de l’aide sociale locale et de la situer dans les inévitables tensions que provoque le hiatus entre les limites imposées et ce qu’on pourrait espérer de l’action sociale locale.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.014 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 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".