MétaCan
Menu
Back to cohort
Record W4386966528 · doi:10.53967/cje-rce.5055

Transition scolaire des enfants ayant des besoins particuliers/enfants handicapés : regards croisés entre intervenants des milieux de garde et scolaires

2023· article· fr· W4386966528 on OpenAlexaffvenue
Stéphanie Girard, Claude Dugas, Carmen Dionne, Annie-Claude Dubé

Bibliographic record

VenueCanadian Journal of Education / Revue canadienne de l éducation · 2023
Typearticle
Languagefr
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsUniversité du Québec à Trois-Rivières
Fundersnot available
KeywordsHumanitiesPolitical scienceSociologyArt

Abstract

fetched live from OpenAlex

Soutenir les enfants ayant des besoins particuliers/enfants handicapés au cours de la transition du milieu de garde vers le milieu scolaire est essentiel afin que cette première transition scolaire soit vécue de manière positive. La présente étude s’inscrit dans une vaste enquête québécoise sur les pratiques inclusives en milieux de garde et vise à brosser un portrait des pratiques mises en œuvre pour soutenir la transition de ces enfants, en considérant les points de vue des intervenants des milieux de garde et scolaires. Les données ont été recueillies avec un questionnaire en ligne et analysées de manière quantitative et qualitative. Les résultats indiquent que des pratiques considérées efficaces sont mises en œuvre, mais que certaines mériteraient d’être utilisées davantage. Aussi, malgré un niveau de satisfaction élevé des intervenants scolaires par rapport à la pertinence des renseignements reçus des milieux de garde, des défis en lien avec le partage d’informations demeurent.

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)0.005
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.724
Threshold uncertainty score0.548

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0070.005
Scholarly communication0.0040.003
Open science0.0010.004
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0070.000

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 head0.075
GPT teacher head0.367
Teacher spread0.292 · 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 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

Citations1
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Journal of Education / Revue canadienne de l éducationSame topicFamily and Disability Support ResearchFrench-language works237,207