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Record W3136372419 · doi:10.7202/1075380ar

Apprendre à lire aux élèves présentant une déficience intellectuelle, quel défi !

2021· article· fr· W3136372419 on OpenAlexvenueno aff
Anne-Laure Linder, Britt‐Marie Martini‐Willemin, Rachel Sermier Dessemontet, Céline Chatenoud, Catherine Martinet

Bibliographic record

VenueRevue francophone de la déficience intellectuelle · 2021
Typearticle
Languagefr
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArt

Abstract

fetched live from OpenAlex

Enseigner la lecture aux élèves présentant une déficience intellectuelle (DI) dite moyenne à sévère est un défi de taille. Le présent article vise à identifier les facteurs qui constituent, aux yeux des enseignants spécialisés, des facilitateurs ou des obstacles dans ce domaine. Des entretiens de groupe semi-structurés ont été menés avec 35 enseignants spécialisés travaillant en écoles spécialisées. Une analyse de contenu a permis d’identifier plusieurs facilitateurs et obstacles qui peuvent être répertoriés dans trois catégories d’attribution : l’enseignant lui-même, le contexte et l’élève. Les résultats rendent compte de la prégnance de certains facteurs et permettent d’émettre des recommandations afin de soutenir les enseignants spécialisés pour enseigner plus efficacement la lecture aux élèves présentant une DI.

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)0.008
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.055

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.022
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0040.004
Scholarly communication0.0040.003
Open science0.0010.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0170.005

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 head0.023
GPT teacher head0.310
Teacher spread0.287 · 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 designNot applicable
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

Citations6
Published2021
Admission routes1
Has abstractyes

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Same venueRevue francophone de la déficience intellectuelleSame topicDisability Education and EmploymentFrench-language works237,207