Vers une nouvelle culture pédagogique dans les classes multiculturelles : les préalables nécessaires
Bibliographic record
Abstract
Les auteurs proposent une réflexion sur une culture pédagogique des enseignants appropriée aux caractéristiques des classes multiculturelles. Ils analysent les enjeux sociopolitiques des classes multiculturelles, le processus de formation de l’habitus pédagogique des enseignants et le rôle de l’apprentissage de la langue du pays d’accueil en prenant appui sur des entretiens menés par une sociologue auprès des enseignants et sur une analyse de rapports ministériels concernant la scolarisation des populations allophones en France. Il ressort que l’origine socioculturelle des enseignants et la tradition éducative du système socio-institutionnel servent de fondements à la construction de cet habitus pédagogique et que, si la maîtrise de la langue d’enseignement conditionne la réussite des élèves de groupes minoritaires culturels et sociaux, une légitimité institutionnelle déniée à leurs autres langues et cultures freine leur intégration scolaire.
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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 | 0.006 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.009 | 0.020 |
| Scholarly communication | 0.013 | 0.009 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.006 | 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".