Perceptions de la Culture des Jeunes chez des Enseignant.e.s Spécialistes en Arts au Secondaire et Stratégies pour L’intégrer à L’Enseignement
Bibliographic record
Abstract
Les résultats d’analyse d’entretiens menés avec des enseignant.e.s en arts visuels, en danse, en musique et en art dramatique ont permis de mieux comprendre leurs perceptions concernant la culture des jeunes et les stratégies pour l’intégrer à leur enseignement. Parmi ces stratégies figurent la pédagogie négociée, le recours à des repères culturels ancrés dans la culture non formelle des élèves et l’aménagement d’espaces de rencontre entre cette culture et la culture transmise à l’école. Cette recherche permet d’enrichir la pratique enseignante de spécialistes en arts du secondaire souhaitant s’actualiser et rejoindre leurs élèves dans la complexité de leurs univers culturels.
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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 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.007 | 0.005 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| 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".