Aboriginal Incarceration in Canada since 1978: Every Picture Tells the Same Story
Bibliographic record
Abstract
Sentencing in Canada is beset by many problems, yet one weakness stands above the rest: the disproportionately high rates of Aboriginal incarceration. This article documents current and historical trends in levels of Aboriginal incarceration at the provincial/territorial and federal levels since 1978. We pay particular attention to the years following two important Supreme Court judgements (in 1999 and 2012) that directed the courts to use custody with greater restraint when sentencing an Aboriginal offender. The primary data derive from the annual Adult Correctional Services survey conducted by Statistics Canada. In 2014, Aboriginal persons accounted for just over one quarter of all provincial and territorial admissions, significantly higher than the percentage recorded in 1978 (16%). In fact, over the past 20 years, all jurisdictions save one have experienced an increase in the percentage of Aboriginal admissions to provincial and territorial correctional institutions. Despite judgements from the Supreme Court and provincial courts of appeal, as well as several other remedial interventions, such as the creation of so-called Gladue courts and an alternate form of custody that would be served in the community, the problem of Aboriginal over-incarceration has worsened, not improved.
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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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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; 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".