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Record W7140964055

La pensée critique lors des stages pratiques en éducation physique et santé : perceptions de sa nature, de son utilité et de ses modalités de développement selon le personnel enseignant associé francophone de l’Ontario.

2025· article· fr· W7140964055 on OpenAlexaffabout
Kouame Toussaint BOKO, Georges KPAZAÏ

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2025
Typearticle
Languagefr
FieldHealth Professions
TopicPhysical Education and Pedagogy
Canadian institutionsUniversity of SudburyCentre Intégré de Santé et de Services Sociaux des Laurentides
Fundersnot available
KeywordsFrenchEthnographyContext (archaeology)Descriptive research
DOInot available

Abstract

fetched live from OpenAlex

Cette étude qualitative descriptive examine les perceptions du personnel enseignant associé francophone (PEAF) de l’Ontario sur la nature, l’utilité, l’importance et les modalités de développement de la pensée critique (PC) chez le futur personnel enseignant francophone (FPEF) en éducation physique et santé (EPS). Elle se situe dans un contexte éducatif en mutation rapide. La problématique centrale porte sur la manière dont les PEAF perçoivent et favorisent le développement de la PC, compétence essentielle à la professionnalisation et au savoir-être au XXIᵉ siècle. Inscrite dans le contexte particulier de la francophonie minoritaire ontarienne, l’étude s’appuie sur des questionnaires et des entrevues individuelles, mobilisant le paradigme de la « pensée des enseignants » (Clark et Peterson, 1986) et des modèles de supervision réflexive. L’analyse inductive (Fortin et Gagnon, 2016) met en lumière des conceptions variées de la PC, allant d’une habileté de réflexion critique sur la pratique à une disposition éthique et citoyenne. Les résultats révèlent des stratégies actives déployées par les PEAF pour soutenir son développement durant les stages (dialogues réflexifs, rétroactions formatives, questionnements ouverts), tout en exposant des défis liés aux contraintes scolaires et à la spécificité de l’EPS. Dans l’ensemble, la PC apparaît comme un pilier du développement professionnel des FPEF.

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)0.008
metaresearch head score (Gemma)0.014
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 score0.654
Threshold uncertainty score0.697

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.013
Scholarly communication0.0050.003
Open science0.0010.004
Research integrity0.0020.002
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 head0.198
GPT teacher head0.633
Teacher spread0.435 · 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

Citations0
Published2025
Admission routes2
Has abstractyes

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