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Record W4408148344 · doi:10.1522/rhe.v9i2.1815

Comment accompagner des leaders scolaires engagés dans une recherche-action : création d’un modèle d’agir compétent et conscient d’accompagnement en psychopédagogie du bien-être

2025· article· fr· W4408148344 on OpenAlexaffvenue
Brigitte Gagnon, Isabelle Bruneau

Bibliographic record

VenueRevue hybride de l éducation · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsHumanitiesAction (physics)SociologyPhilosophyPhysics

Abstract

fetched live from OpenAlex

Une préoccupation pour le bien-être des élèves et du personnel scolaire est de plus en plus présente dans les organisations. Qu’en est-il cependant du bien-être des leaders scolaires qui soutiennent leur équipe au quotidien? Comment les accompagner dans la recherche et le maintien de leur bien-être? Dans le cadre d’une recherche-action effectuée dans un centre de services scolaire, nous avons accompagné des leaders engagés dans un projet de développement professionnel visant le maintien ou l’amélioration de leur bien-être en contexte de changement continu. Cet article présente le modèle d’agir compétent et conscient d’accompagnement en psychopédagogie du bien-être déployé et formalisé auprès d’eux.

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)0.034
metaresearch head score (Gemma)0.036
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 score0.034
Threshold uncertainty score0.181

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0340.036
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0130.024
Scholarly communication0.0130.011
Open science0.0020.015
Research integrity0.0050.007
Insufficient payload (model declined to judge)0.0090.003

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 head0.603
GPT teacher head0.520
Teacher spread0.082 · 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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