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Record W4289667421 · doi:10.7202/1091093ar

Explorer le leadership des directions d’établissement scolaire par l’analyse de l’activité en autoconfrontation croisée

2022· article· fr· W4289667421 on OpenAlexaffvenue
Frédéric Yvon, Emmanuel Poirel, Julie Rousselle, Christian Girouard

Bibliographic record

VenueCanadian Journal of Educational Administration and Policy · 2022
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsPolitical scienceSociologyPsychology

Abstract

fetched live from OpenAlex

Dans le cadre de la gestion axée sur les résultats qui introduit une recherche accrue d’efficience et d’efficacité, le leadership, entendu comme la capacité des chefs d’établissement à mobiliser leur personnel, s’avère essentiel pour assurer le relais des orientations stratégiques qui mettent l’accent sur la réussite scolaire. Or, la recherche peine à rendre compte de la complexité du phénomène de leadership, tout comme à accéder à l’expérience du travail réel, à l’intelligence pratique déployée par les « leaders ». Cet article présente une démarche méthodologique qui permet d’accéder à l’expérience vécue des directions d’établissement scolaire. Elle consiste à confronter les professionnels à des traces filmées de leur activité dans une exploration progressive et guidée.

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)0.005
metaresearch head score (Gemma)0.010
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 score0.030
Threshold uncertainty score0.061

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0060.009
Scholarly communication0.0080.004
Open science0.0010.003
Research integrity0.0010.003
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 head0.245
GPT teacher head0.430
Teacher spread0.185 · 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

Citations10
Published2022
Admission routes2
Has abstractyes

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Same venueCanadian Journal of Educational Administration and PolicySame topicEducation, sociology, and vocational trainingFrench-language works237,207