The End of the Asylum (Town): Community responses to the depopulation and closure of the Saskatchewan Hospital, Weyburn
Bibliographic record
Abstract
Never is the fraught relationship between the state-run custodial mental hospital and its host community clearer than during the period of rapid deinstitutionalization, when communities, facing the closure of their mental health facilities, inserted themselves into debates about the proper configuration of the mental health care system. Using the case of Weyburn, Saskatchewan, site in the 1960s of one of Canada's earliest and most radical experiments in rapid institutional depopulation, this article explores the government of Saskatchewan's management of the conflict between the latent functions of the old-line mental hospital as a community institution, an employer, and a generator of economic activity with its manifest function as a site of care made obsolete by the shift to community models of care.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.067 | 0.027 |
| Scholarly communication | 0.012 | 0.003 |
| Open science | 0.003 | 0.015 |
| Research integrity | 0.005 | 0.013 |
| Insufficient payload (model declined to judge) | 0.008 | 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 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".