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Record W3135673864 · doi:10.15353/cjds.v10i1.743

Coming to Critical Disability Studies: Critical Reflections on Disability in Health and Social Work Professions

2021· article· en· W3135673864 on OpenAlexaffvenue
Madeline Burghardt, Tracey Edelist, Ann Fudge Schormans, Karen Yoshida

Bibliographic record

VenueCanadian Journal of Disability Studies · 2021
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsToronto Rehabilitation InstituteUniversity of TorontoMcMaster UniversityYork University
Fundersnot available
KeywordsNormativeDisability studiesSociologyOccupational scienceWork (physics)Occupational therapyRehabilitationInternational Classification of Functioning, Disability and HealthInclusion (mineral)Health professionalsCritical theoryRelation (database)Engineering ethicsPublic relationsPsychologyEpistemologyMedicinePolitical scienceSocial scienceGender studiesHealth careComputer sciencePhysical therapy

Abstract

fetched live from OpenAlex

This paper describes how four ‘helping’ professionals came to embrace and teach critical disability studies (CDS) perspectives rather than biomedical approaches to impairment and disability that traditionally inform those professions (occupational therapy, physiotherapy, social work, and speech-language pathology). Sharing examples from our experiences, we describe how we came to question the normative, ableist assumptions of our professional disciplines. We then briefly outline literature demonstrating how critical approaches have been incorporated into professional research and practice and discuss possible obstacles and tensions in adopting more widespread critical approaches into professional spaces. We conclude by suggesting that continued development of connections among scholars and activists within CDS, rehabilitation and social work, and the community, is necessary to ensure that intersectional critical perspectives in relation to disability become a core component of professional training programs.

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)0.067
metaresearch head score (Gemma)0.076
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: none
Teacher disagreement score0.967
Threshold uncertainty score0.356

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0670.076
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0080.004
Science and technology studies0.0550.178
Scholarly communication0.0310.032
Open science0.0040.024
Research integrity0.0140.028
Insufficient payload (model declined to judge)0.0030.000

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 head0.453
GPT teacher head0.631
Teacher spread0.178 · 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

Citations16
Published2021
Admission routes2
Has abstractyes

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Same venueCanadian Journal of Disability StudiesSame topicOccupational Therapy Practice and ResearchFrench-language works237,207