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Record W7011769060

Not All Disability Is Created Equal: A Comparative Historiography Of Workers' Compensation And Disability Benefits In Ontario, Canada

2024· other· en· W7011769060 on OpenAlexaffabout

Bibliographic record

VenueYork University Digital Library (York University) · 2024
Typeother
Languageen
FieldEngineering
TopicPhysics and Engineering Research Articles
Canadian institutionsYork University
Fundersnot available
KeywordsDisability studiesCompensation (psychology)Argument (complex analysis)Medical model of disabilityPoliticsDisability benefitsWorkers' compensationNeoliberalism (international relations)
DOInot available

Abstract

fetched live from OpenAlex

This dissertation establishes that work injury and injured workers are relatively neglected in Critical Disability Studies (CDS). A further observation is that CDS tends to avoid a class analysis of disability politics in favour of identitarian approaches. This research focuses on income security. Through a Marxist critical policy historiography, I compare workers’ compensation benefits and state-sponsored benefits for disabled people whose disabilities originated outside of the workplace in Ontario. I argue that the workers’ compensation program is superior to the state-sponsored program because of the class location and politics of the respective groups of people with disabilities seeking income security. The discussion also highlights some of the reasons for the missing injured worker in CDS. Specifically, injured workers experience disability as a loss worthy of compensation rather than a positive identity. Further, rather than viewing prevention measures as the erasure of disabled people, injured workers support the prevention of disability through occupational health and safety laws and workplace practices. By focusing on the political economy of each program, the historical narrative suggests that disability benefit programs in Ontario were developed less by moral suasion and more because of their role in capital accumulation. Although the argument holds for the early history of the two programs in their early history. the negative impact of neoliberalism on both workers’ compensation and the current benefits program in Ontario (the Ontario Disability Support Program) has created a convergence of interests between permanently impaired injured workers and other disabled people, underscoring the importance of including injured workers’ perspectives in CDS.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.513
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

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

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 head0.019
GPT teacher head0.170
Teacher spread0.152 · 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 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

Citations0
Published2024
Admission routes2
Has abstractyes

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