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Les cercles d’apprentissage et d’inclusion comme facilitateurs du développement des pratiques enseignantes à l’école secondaire. Revue internationale de communication et de socialisation, 2(1), 33-45

2020· article· fr· W6958013330 on OpenAlexaboutno aff

Bibliographic record

VenueFigshare · 2020
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsIle de franceDocumentationLatin Americans

Abstract

fetched live from OpenAlex

Au Québec, les différentes réformes ont introduit des bouleversements dans les pratiques éducatives des enseignants du secondaire. Les changements apportés ont eu des répercussions sur le développement des compétences professionnelles des enseignants et sur l’instauration des stratégies de formation continue novatrices. C’est dans ce cadre que se justifie l’implantation de nouveaux dispositifs appelés cercles d’apprentissage et d’inclusion. L’objectif visait à soutenir le développement professionnel des enseignants et à proposer un socle commun de pratiques pédagogiques susceptibles de répondre aux besoins singuliers de chacun des acteurs concernés. Tout au long de ce projet, la transmission s’est posée comme un enjeu incontournable qui continue d’alimenter notre réflexion tant sous l'angle de la recherche que sous celui de la pratique au quotidien.

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)0.011
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: none
Teacher disagreement score0.154
Threshold uncertainty score0.305

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.014
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0110.025
Scholarly communication0.0120.006
Open science0.0010.012
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0100.001

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 head0.370
GPT teacher head0.445
Teacher spread0.075 · 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
Published2020
Admission routes1
Has abstractyes

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