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Record W4414435516 · doi:10.18162/fp.2025.930

Croyances, attentes et sentiment de compétence des enseignant·es québécois·es à l’égard de l’enseignement de la lecture-écriture aux élèves ayant une déficience intellectuelle et aux élèves ayant un trouble du spectre de l’autisme

2025· article· fr· W4414435516 on OpenAlexaffvenueabout
Judith Beaulieu, Noémia Ruberto, Catherine Émond, M. Dutemple

Bibliographic record

VenueFormation et profession · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicWriting and Handwriting Education
Canadian institutionsUniversité du Québec en Outaouais
Fundersnot available
KeywordsContext (archaeology)Identity (music)Order (exchange)Relation (database)

Abstract

fetched live from OpenAlex

Bien que nous disposions de données sur le sentiment de compétence des enseignant·es, nous ne disposons pas de portrait des croyances, des attentes et du sentiment de compétence des enseignant·es québécois·es travaillant auprès des élèves ayant une déficience intellectuelle (DI) ou un trouble du spectre de l’autisme (TSA). Le présent article vise à décrire ces attentes et ces croyances, de même que le sentiment de compétence de ces enseignants, ainsi que celui de ceux travaillant auprès d’élèves n’ayant ni un DI ni un TSA, concernant l’enseignement-apprentissage de la lecture-écriture. Cette recherche, quantitative descriptive, est menée au moyen d’un questionnaire auprès de 57 enseignant·es de l’ensemble du Québec. Les résultats montrent que les enseignant·es oeuvrant auprès des élèves ayant un TSA et auprès de ceux n’ayant ni DI ni TSA entretiennent des croyances et des attentes plus élevées, comparativement à ceux qui travaillent auprès des élèves ayant une DI dont les croyances et les attentes sont beaucoup plus faibles.

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)0.005
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 score0.176
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0040.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.018
GPT teacher head0.322
Teacher spread0.304 · 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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