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Record W3136164601 · doi:10.7202/1075382ar

ENQUÊTE SUR LES SERVICES REÇUS ET LES BESOINS DE SOUTIEN DE PARENTS DE PERSONNES PRÉSENTANT UNE DÉFICIENCE INTELLECTUELLE AU QUÉBEC

2021· article· fr· W3136164601 on OpenAlexaffvenueabout
Isabelle Picard, Diane Morin, Karen Rutt

Bibliographic record

VenueRevue francophone de la déficience intellectuelle · 2021
Typearticle
Languagefr
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsUniversité du Québec à MontréalCentre intégré de santé et de services sociaux de Chaudière-Appalaches
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

Une vaste enquête a été réalisée auprès de 567 parents de personnes présentant une déficience intellectuelle (DI) dans le but de recenser les services reçus, l’aide perçue quant à ces services ainsi que les besoins de soutien des parents. Les résultats révèlent des différences significatives selon l’âge et le niveau de DI de la personne. Les besoins les plus exprimés par l’ensemble des répondants concernent l’avenir et le vieillissement de la personne présentant une DI. Les types et les sources de soutien considérés les plus et les moins aidants sont aussi présentés. Des objectifs visant à expliquer les profils d’utilisation des services, de l’aide perçue et des besoins sont discutés.

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)0.006
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.408
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.004
Science and technology studies0.0020.003
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0080.001

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 head0.028
GPT teacher head0.320
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; both teacher heads agree on what is shown here.

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

Citations3
Published2021
Admission routes3
Has abstractyes

Explore more

Same venueRevue francophone de la déficience intellectuelleSame topicFamily and Disability Support ResearchFrench-language works237,207