Structured Intervention Units and Mental Health in Canadian Federal Prisons
Bibliographic record
Abstract
On 21 June 2019, the federal government passed Bill C-83: An Act to amend the Corrections and Conditional Release Act and another Act with the primary intention of eliminating the use of administrative and disciplinary segregation in Canadian federal prisons and replacing the practice with structured intervention units. This new correctional model would serve as a way to separate unsafe inmates while ensuring they receive appropriate mental health services, increased time outside of their units, and meaningful human contact. The conception of Bill C-83 was largely a result of a history of widespread criticisms that administrative segregation infringed on human rights, posed significant mental health concerns, and violated the Canadian Charter of Rights and Freedoms. While the reform mitigated immediate pressure on the federal government to act, several advocacy groups, legal experts, politicians, and other stakeholders voiced negative opinions and indicated the shortcomings of the new units and the impact they will have on the health of prisoners. Bill C-83 has the potential to prompt significant change in the context of prison health reform, but this will be dependent on the federal government’s coordination with Correctional Services Canada. Le gouvernement fédéral a fait adopter le 21 juin 2019 le projet de loi C-83 : transformer le système correctionnel afin de mettre l’accent sur la réinsertion sociale et les soins de santé mental, dont l’intention première était de supprimer le recours à l’isolement administratif disciplinaire dans les prisons fédérales canadiennes et de le remplacer par des unités d’intervention structurées. Ce nouveau modèle correctionnel vise à séparer les prisonniers dangereux tout en garantissant qu’ils reçoivent les soins de santé mentale nécessaires, qu’ils aient du temps hors de leurs unités et des contacts humains significatifs. Le projet de loi C-83 a été conçu largement en réponse à une série de critiques tenant que l’isolement administratif bafouait des droits élémentaires, présentait des risques importants pour la santé mentale et violait la Charte canadienne des droits et libertés. Parce que la réforme atténuait le besoin d’action immédiate de la part du gouvernement fédéral, plusieurs groupes de défense, des experts juridiques, des politiques et autres acteurs ont exprimé leur opposition et souligné les défauts des nouvelles unités ainsi que l’impact qu’elles auront sur la santé des prisonniers. Le projet de loi C-83 peut apporter un changement significatif dans le contexte de la réforme de la santé en prison, mais ceci dépendra du degré de coordination entre le gouvernement fédéral et Service correctionnel Canada.
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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 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.011 | 0.004 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.012 | 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".