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Record W2742004842 · doi:10.7202/1040664ar

La zone proximale de développement : une zone de changements intérieurs pour les étudiantes du baccalauréat en adaptation scolaire et sociale?1

2017· article· fr· W2742004842 on OpenAlexaffvenue
Michèle Venet, Enrique Correa Molina, Pascale Nootens, Mikaël Roberge

Bibliographic record

VenueNouveaux cahiers de la recherche en éducation · 2017
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

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.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.013
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.019
Threshold uncertainty score0.068

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.022
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0050.015
Scholarly communication0.0110.008
Open science0.0020.010
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.357
GPT teacher head0.510
Teacher spread0.153 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2017
Admission routes2
Has abstractyes

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