Assessing the Ability of Disability Organizations: An interprovincial comparative perspective
Bibliographic record
Abstract
ABSTRACT Despite much effort put toward Canadian social policy renewal in the past decade, innovations in programming have been stifled due in large part to a lack of funding and accountability issues. This is clearly evident in the disability policy field related to labour market programming for persons with disabilities where the packaging of programs has continually changed; however, the actual contents have largely remained the same. The focus on federal-provincial dimensions has come to marginalize the role of disability organizations in the process, yet it is these organizations that governments may enter into partnership with in new governance arrangements to foster new programming. This article reviews data from charitable tax returns for the time period 2005–2010 to assess the human, financial, and technological capacity of Canadian disability organizations in five Canadian provinces, in order to implement innovative programming. Résumé Malgré beaucoup d'efforts au renouvellement de la politique sociale canadienne dans la dernière décennie, les innovations dans la programmation ont été étouffées en grande partie à l'absence de questions de financement et de responsabilité. Cela est très évidente dans le domaine de la politique handicap lié à la programmation du marché du travail pour les personnes handicapées où l'emballage des programmes a constamment changé mais le contenu réel est restés largement pareilles. L'accent sur les dimensions provinciales fédérales est venu à marginaliser le rôle des organisations de personnes handicapées dans le processus, mais ce sont ces organismes que les gouvernements peuvent entrer en partenariat avec de nouveaux modes de gouvernance pour favoriser la nouvelle programmation. Cet article examine les données de bienfaisance des déclarations de revenus pour la période 2005–2010 pour évaluer les capacités humaines, financières et technologiques des organisations de personnes handicapées canadiennes dans cinq provinces canadiennes à mettre en œuvre des programmes novateurs.
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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 | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| 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; both teacher heads agree on what is shown here.
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".