"Hire the Handicapped!": Disability Rights, Economic Integration and Working Lives in Toronto, Ontario, 1962-2005
Bibliographic record
Abstract
This dissertation, “‘Hire the Handicapped!’: Disability Rights, Economic Integration and Working Lives in Toronto, Ontario, 1962-2005,” argues that work significantly shaped the experience of disability during this period. Barriers to mainstream employment opportunities gave rise to multiple disability movements that challenged the social and economic framework which marginalized generations of people with disabilities. Using a critical analysis of disability in archival records, personal collections, government publications and a series of interviews, I demonstrate how demands for greater access among disabled people to paid employment stimulated the development of a new discourse of disability in Canada. Including disability as a variable in historical research reveals how family advocates helped people living in institutions move out into the community and rehabilitation professionals played an increasingly critical role in the lives of working-age adults with disabilities, civil rights activists crafted a new consumer-led vision of social and economic integration. Separated by different philosophies and bases of support, disability activists and allies found a common purpose in their pursuit of economic integration. The focus on employment issues among increasingly influential disability activists during this period prompted responses from three key players in the Canadian labour market. Employers embraced the rhetoric and values of disability rights but operated according to a different set of business principles and social attitudes that inhibited the realization of equity and a ‘level playing field.’ Governments facilitated the development of a progressive discourse of disability and work, but ultimately recoiled from disability activism to suit emergent political priorities. Labour organizations similarly engaged disability activists, but did so cautiously, with union support largely contingent upon the satisfaction of traditional union business first and foremost. As disability activists and their allies railed against systematic discrimination, people with disabilities lived and worked in the community, confronting barriers and creating their own circles of awareness in the workplace. Just as multiple sites of disability activism found resolution in the sphere of labour, the redefinition of disability during this period reflected a shared project involving collective and individual action.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.009 |
| Science and technology studies | 0.036 | 0.013 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".