Des pratiques culturelles contre l’échec et le décrochage scolaires. Sociologie d’un détour
Bibliographic record
Abstract
L’article porte sur des dispositifs mis en place dans le cadre de partenariats entre l’Éducation nationale, des collectivités territoriales et des associations d’éducation populaire au gré de politiques de « lutte contre le décrochage scolaire » ou de « programmes de réussite éducative ». Répondant aux diagnostics officiels des difficultés scolaires, ces dispositifs proposent des activités artistiques aux élèves de primaire ou de collège. Nous montrons les difficultés que ces dispositifs rencontrent ainsi que leur caractère paradoxal au vu de la persistance des inégalités culturelles. Qu’apportent des activités pédagogiques de détour qui masquent les enjeux scolaires qui les sous-tendent ?
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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 | 0.005 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.041 |
| Scholarly communication | 0.008 | 0.006 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.009 | 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".