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Record W2946399798 · doi:10.4000/ripes.2078

Convergences et divergences dans la phase de la cosituation d’une recherche entre des formateurs de stagiaires en enseignement secondaire

2019· article· fr· W2946399798 on OpenAlexaffabout
Josée-Anne Gouin, Christine Hamel

Bibliographic record

VenueRevue internationale de pédagogie de l’enseignement supérieur · 2019
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Près de 17 ans après l’arrivée du référentiel La formation à l’enseignement – Les orientations – Les compétences professionnelles (Ministère de l’Éducation du Québec, 2001) plusieurs défis demeurent dans la formation pratique des futurs enseignants québécois. Dans le cadre d’une recherche avec des formateurs d’étudiants-stagiaires en enseignement au secondaire, une communauté de pratique a été mise en place (Wenger, 2005). Sept formateurs de stagiaires ont participé à une recherche collaborative (Desgagné, 1997). Durant le processus de cosituation, les discussions entre les formateurs de stagiaires entourant la négociation de sens en cours d’action ont été analysées (Wenger, 2005). Les résultats présentent les zones de convergence ainsi que les zones de divergence entre eux. L’apport de textes scientifiques fournis aux formateurs sera également discuté : ont-ils été un levier pour la négociation de sens?

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)0.057
metaresearch head score (Gemma)0.095
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 score0.155
Threshold uncertainty score0.339

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0570.095
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0080.008
Science and technology studies0.0120.019
Scholarly communication0.0180.011
Open science0.0020.012
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0080.001

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 head0.176
GPT teacher head0.450
Teacher spread0.274 · 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

Citations1
Published2019
Admission routes2
Has abstractyes

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Same venueRevue internationale de pédagogie de l’enseignement supérieurSame topicEducation, sociology, and vocational trainingFrench-language works237,207