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Record W4413862853 · doi:10.1522/rhe.v9i4.1884

Vers des pratiques pédagogiques inclusives : retour sur 10 ans d’accompagnement au Service de soutien à l’enseignement de l’Université Laval

2025· article· fr· W4413862853 on OpenAlexaffvenueabout
Sandrine Poirier, Mada Lucienne Tendeng

Bibliographic record

VenueRevue hybride de l éducation · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsPolitical scienceSociology

Abstract

fetched live from OpenAlex

Depuis 10 ans, le Service de soutien à l'enseignement de l'Université Laval accompagne la transformation des pratiques pédagogiques vers l'inclusion. Cette démarche s'est déployée en deux phases : un programme de soutien à la mise en place d’approches inclusives, basé sur une communauté de pratique (Wenger, 1998), ainsi qu’une offre d’accompagnement à la conception universelle de l’apprentissage (CAST, 2018) qui se réinvente en continu. Les retombées sont encourageantes : amélioration des pratiques pédagogiques et de la perception de la diversité. Pour l'avenir, le Service de soutien à l'enseignement vise à aborder l’inclusion pédagogique de façon transversale dans son offre de formation, tout en continuant à faire reconnaitre les singularités et le potentiel des individus.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science 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 score0.155
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
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 head0.160
GPT teacher head0.407
Teacher spread0.246 · 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
Published2025
Admission routes3
Has abstractyes

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