Pathologizing Indigenous Suicide: Examining the Inquest into the Deaths of C.J. and C.B. at the Manitoba Youth Centre
Bibliographic record
Abstract
This paper examines the inquest into the deaths by suicide of two Manitoba Indigenous female youth while imprisoned in the Manitoba Youth Centre in Winnipeg, Canada. The purpose of this paper is to analyze the inquest as a discursive space that relies primarily on expert knowledge from law and psychiatry. It studies the inquest’s recommendations for preventing future deaths under similar circumstances. Utilizing Heidi Rimke’s conceptualization of psychocentrism, this analysis examines how suicide discourse in this inquest reduces various manifestations of violence to racial defects and places responsibility on the deceased girls for their inability to have coped with the tortuous conditions of imprisonment. I argue that contemporary understandings of Indigenous suicide in custody systematically erase histories of colonial violence and erroneously reduce suicide to an issue of individual pathology that can be identified and treated through medicalization, psychiatrization and criminalization.
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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 | 0.004 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.020 | 0.015 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.001 | 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".