Institutional Survivorship: Abandonment and the “Machinery of the Establishment”
Bibliographic record
Abstract
Institutions are a central and painful feature in the historical record of the treatment of people with intellectual disabilities in Canada. To date, scholarly work has provided a robust understanding of the multiple intersecting factors and “political rationalities” (Chapman, 2014) that have contributed to institutions’ development, including their relationship with capitalism’s “exploitative social relations of production and consumption” (Erevelles, 2014, para. 6). Accounts from institutional survivors that describe the direct and lived experience of institutionalization have begun to emerge in Canadian disability studies and historical canons. Based on research that examined the impact of institutionalization on families, this paper draws from survivor narratives to explore the alienation and abandonment that survivors experienced as a result of having been institutionalized. It interrogates the connection between survivors’ experiences and the function of their alienation in the workings of a capitalist system. Additionally, this paper addresses some of the historical, social and political conditions of the time and place of concern (post World War II Ontario), and discusses how those conditions created a discourse of persuasion in the institutionalization of children with intellectual disabilities.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.017 |
| 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; 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".