MétaCan
Menu
Back to cohort
Record W3089378755

Obstacles et facilitateurs perçus par les étudiants en situation de handicap à l’université et l’appréciation des services

2020· article· fr· W3089378755 on OpenAlexaffvenueabout
Anne‐Louise Fournier, Bruno Hubert, Louise Careau

Bibliographic record

VenueCanadian Journal of Education / Revue canadienne de l éducation · 2020
Typearticle
Languagefr
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsPsychologyDiversity (politics)Inclusion (mineral)Openness to experienceAccommodationMedical educationSpecial educationPedagogyMedicineSociologySocial psychology
DOInot available

Abstract

fetched live from OpenAlex

Recognizing the diversity of educational pathways for students with disabilities (SD), a large consultation was conducted with all students who consulted the office of support services of a Canadian university. Thus, 417 respondents completed an online survey. The findings highlight some barriers perceived by SD, such as financial barriers, inappropriate teaching methods and the fear of being discriminated against. However, a significant proportion of respondents report that they have experienced no barriers, and identify facilitators, such as support services, faculty openness and the use of accommodations. Keywords: student with disabilities, accommodation, postsecondary, inclusion

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), 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: Empirical
Teacher disagreement score0.650
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.070
GPT teacher head0.301
Teacher spread0.231 · 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

Citations1
Published2020
Admission routes3
Has abstractyes

Explore more

Same venueCanadian Journal of Education / Revue canadienne de l éducationSame topicDisability Education and EmploymentFrench-language works237,207