Politiques familiales municipales : l’émergence de nouvelles formes de gouvernance locale ?
Bibliographic record
Abstract
Au cours des dernières années, on assiste à une modification des modes d’intervention et de gouvernance dans de nombreux États. Qu’il s’agisse de processus de décentralisation ou de déconcentration, la tendance est à l’augmentation des responsabilités et des tâches incombant aux collectivités locales, sans que celles-ci ne bénéficient nécessairement de transferts de ressources équivalents. Afin d’être en mesure d’assumer pleinement leurs responsabilités envers leurs citoyens, les collectivités locales ont adopté diverses stratégies parmi lesquelles les politiques transversales jouent un rôle prépondérant. Nous analyserons donc dans quelle mesure la mise en oeuvre des politiques familiales municipales contribue au renforcement de la marge de manoeuvre des collectivités locales et favorise l’émergence de nouvelles formes de gouvernance 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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".