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Record W4417496913 · doi:10.24452/sjer.47.3.11

Trajectoire du développement professionnel du personnel enseignant : une exploration empirique des relations entre les variables clés

2025· article· W4417496913 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueSwiss Journal of Educational Research · 2025
Typearticle
Language
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsUniversité LavalUniversité TÉLUQ
Fundersnot available
KeywordsWork environmentResearch methodologyData collectionRelation (database)Participant observation

Abstract

fetched live from OpenAlex

Cet article explore de manière empirique les relations entre les variables clés du développement professionnel du personnel enseignant. Menée auprès de 55 personnes enseignantes ayant suivi le MOOC « Le plan d’intervention autodéterminé : un soutien à la réussite des élèves en difficulté d’adaptation », l’étude révèle un lien positif entre les pratiques des personnes enseignantes en matière de plans d’intervention autodéterminés et leur sentiment d’efficacité personnelle à enseigner efficacement aux élèves en difficulté d’adaptation. De plus, ce dernier est associé positivement à leur satisfaction à l’égard de la formation et de l'accompagnement reçus. L’étude permet aussi de constater une relation positive entre la satisfaction du personnel enseignant participant et l'adoption de comportements autodéterminés chez leurs élèves.

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.

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)0.009
metaresearch head score (Gemma)0.011
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.533
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0060.002
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0110.000

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 head0.230
GPT teacher head0.452
Teacher spread0.222 · 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