‘Humanizing’ Disability Law: Citizen Participation in the Development of Accessibility Regulations in Canada
Bibliographic record
Abstract
Ontario is attempting a new politico-legal experiment to combat disability discrimination. Through consultation processes leading to binding regulations, it is enacting mandatory standards of accessibility under the Accessibility for Ontarians with Disabilities Act, 2005 (AODA). The AODA creates an antidiscrimination regulatory process designed to offer participatory rights to persons with disabilities and other interested stakeholders in the development of accessibility standards. The standards address social areas such as customer service, employment, and information and communication, and aim to break down a host of barriers including architectural and attitudinal ones. Collaborative standard development is a new and proactive approach to addressing disability barriers in society.\nConsultation with citizens to create accessibility standards is a trend that is now being picked up by other provincial governments across Canada and which is currently garnering interest in other countries. But, how well does it work? Using the theoretical framework created by Cass Sunstein in his most recent work, Valuing Life: Humanizing the Regulatory State, this paper argues that the Canadian regulatory legislation and consultative processes succeed, to varying degrees, in: i) capturing qualitatively diverse goods and promoting sensible trade-offs among them, ii) taking account of values that are difficult or impossible to quantify, and iii) attempting to benefit from the dispersed information of a wide variety of human beings. At the same time, however, unlike Sunstein this paper argues for an approach to humanizing the regulatory process that does not necessarily depend on monetary valuation. Instead, in order to foster disciplinary analysis instead of intuition, further dialogue on points that need clarification is more appropriate and respectful in the context of regulating for the equality rights of persons with disabilities. This evaluation of Canadian regulation is offered in an attempt to fill a gap in the literature relating to how consultation processes of accessibility standards might be evaluated for their effectiveness.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".