La zone proximale de développement : une zone de changements intérieurs pour les étudiantes du baccalauréat en adaptation scolaire et sociale?1
Bibliographic record
Abstract
Dans une perspective de formation favorisant à la fois la pratique réflexive de futures enseignantes en adaptation scolaire et sociale et l’arrimage théorie-pratique, notre étude longitudinale visait à mettre au point un dispositif de recherche-formation inspiré de la méthode vygotskienne de la double stimulation, en proposant à des étudiantes du Baccalauréat en adaptation scolaire et sociale d’analyser leur pratique à la lumière du concept de zone proximale de développement (ZPD). Cet article présente les perceptions des participantes à l’égard de l’évolution de leur compréhension du concept de ZPD. De façon générale, les résultats indiquent que les participantes témoignent d’une évolution réelle dans leur compréhension de ce concept et suggèrent qu’un tel dispositif soit intégré à la formation initiale.
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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 | 0.013 | 0.022 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.005 | 0.015 |
| Scholarly communication | 0.011 | 0.008 |
| Open science | 0.002 | 0.010 |
| Research integrity | 0.002 | 0.003 |
| 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".