CSC’s COVID-19 Response: Inside Canada’s First Federal Penitentiary Outbreak at Mission Medium
Bibliographic record
Abstract
The following is an account of the fi rst major COVID-19 outbreak in a Canadian prison that took place at Mission Medium Institution located in the community of Mission, British Columbia, Canada in April 2020 and its impacts on institutional life that still reverberate today.During the outbreak at this federal penitentiary operated by Correctional Service Canada (CSC), a total of 120 federally sentenced men were infected with the coronavirus (CSC, 2021), one of which died (CSC, 2020).In chronicling the measures taken in a stated eff ort to prevent and manage the spread of COVID-19, including lockdowns and other restrictive measures, I argue that CSC's public health response to the pandemic has subjected its prisoners to torturous conditions of confi nement that are psychologically harmful, which will ultimately undermine public safety down the road.
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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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.009 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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 teacher head, 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".