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Record W4409768768 · doi:10.18162/fp.2024.897

Analyse du mouvement social et de la dynamique de mobilisation des universitaires québécois en sciences de l’éducation opposés au projet de loi no 23 en 2023

2024· article· fr· W4409768768 on OpenAlexaffvenueabout
Jean Bernatchez, Olivier Lemieux

Bibliographic record

VenueFormation et profession · 2024
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité du Québec à Rimouski
Fundersnot available
KeywordsPolitical scienceHumanitiesSociologyPhilosophy

Abstract

fetched live from OpenAlex

Malgré une mobilisation sans précédent des universitaires québécois en sciences de l’éducation contre le projet de loi no 23, celui-ci est adopté en décembre 2023. L’intention du ministre de l’Éducation est d’instaurer plus d’efficacité pour assurer la réussite des élèves. Quelles sont les raisons qui incitent les universitaires à se mobiliser ? Quelles stratégies utilisent-ils ? Notre article répond à ces deux questions. Notre approche théorique s’inspire de la sociologie des mouvements sociaux. Notre méthode relève de l’analyse documentaire et de l’observation participante par opportunité. Il ressort de l’analyse qu’une majorité d’universitaires en sciences de l’éducation est contre le projet de loi et que leur mobilisation est attribuable à des facteurs idéologiques de résistance au changement proposé.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.023
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.112
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0230.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.132
GPT teacher head0.493
Teacher spread0.360 · 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 teacher head, not a consensus.

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
Published2024
Admission routes3
Has abstractyes

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