L'expérience et les points de vue des détenus autochtones en prison
Bibliographic record
Abstract
L’objectif de cette étude est de comprendre l’expérience des détenus autochtones en détention et leurs points de vue face à la prise en charge carcérale. À cette fin, 16 entrevues avec des Autochtones incarcérés dans trois prisons provinciales du Québec ont été réalisées. Puis, nous avons analysé les entrevues à l’aide de la théorie du constructivisme sociale de Berger et Luckmann (1966) et les théories post-colonialistes. Il ressort de ces analyses que la prison s’inscrit comme une prolongation des politiques colonialistes puisqu’elle reproduit à plusieurs niveaux les traumas antérieurs. Quant à la prise en charge dans le système carcéral pour les détenus autochtones, elle est désirée, mais inadaptée. Les Autochtones subissent, donc, de la discrimination en détention.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.012 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| 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 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".