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Record W2095997648 · doi:10.7202/1002164ar

Saisir la réflexion pour mieux former à une pratique réflexive : d’un modèle théorique à son opérationnalisation

2011· article· fr· W2095997648 on OpenAlexaffvenue
Philippe Chaubet

Bibliographic record

VenueÉducation et francophonie · 2011
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

La nécessité de former des professionnels à uneréflexion sur la pratique, dans une alternance de « lieux » de formation (classe/stages) et de types de savoirs – issus de la recherche ou de l’expérience – fait consensus. Mais que signifieréfléchir? L’article synthétise un modèle de réflexion, puis en montre l’opérationnalisation, notamment pour deux types de formations – à l’enseignement et à la coopération internationale. La méthodologie qui en découle parvient à documenter la réflexion de ces deux types de formés ainsi que d’enseignants expérimentés. Quels sont, par exemple, les déclencheurs de réflexion et les types d’activités qui stimulent le plus la réflexion sur un continuum de situations entre les pôles « théorie » et « activité »? Quels sont les objets réfléchis? L’étude illustre la possibilité d’une « saisie » méthodologique d’un objet très sensible aux instruments d’observation : laréflexionsur la pratique, la théorie et l’expérience – réflexion qui signe les mouvements pollinisateurs entre ces éléments, de même que leur intégration chez le sujet. L’approche est qualitative/interprétative.

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)0.012
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.014
Threshold uncertainty score0.064

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.016
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0020.002
Science and technology studies0.0030.036
Scholarly communication0.0120.020
Open science0.0030.006
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0140.003

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 head0.157
GPT teacher head0.396
Teacher spread0.239 · 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 designTheoretical or conceptual
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

Citations13
Published2011
Admission routes2
Has abstractyes

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