Les étudiants en situation de handicap inscrits en éducation spécialisée : ce qu’en disent leurs enseignantes
Bibliographic record
Abstract
Le département d’éducation spécialisée du Cégep de Jonquière assure quotidiennement la formation d’étudiants en situation de handicap (ÉSH), qui représentent le quart des étudiants qui le fréquentent. Nous avons mené une recherche dans une perspective bioécologique afin de brosser un portrait des caractéristiques des ÉSH inscrits en techniques d’éducation spécialisée (TES) et de connaître les attitudes, les rôles et les stratégies pédagogiques privilégiés pour les soutenir. Dans ce contexte, nous avons réalisé une analyse qualitative d’entrevues individuelles semi-dirigées menées auprès de sept enseignantes. Nos résultats révèlent que leur point de vue sur les besoins des ÉSH est, somme toute, positif et empreint d’espoir pour leur réussite scolaire.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".