Définition de l’itinérance chez les Autochtones au Canada
Bibliographic record
Abstract
L’itinérance chez les Autochtones est une condition humaine décrivant le manque de logement stable, permanent et adéquat des individus, familles ou communautés des Premières nations, des Métis et des Inuits, ou le manque de possibilité immédiate, de moyens ou de la capacité d’acquérir un logement. À la différence de la définition colonialiste commune de l’itinérance, l’itinérance chez les Autochtones ne se définit pas par un manque de structures ou de logement, mais se décrit plutôt et se comprend pleinement à travers une lentille composite de visions du monde autochtone. Celles-ci incluent des individus, des familles et des communautés séparés de leurs relations avec la terre, l’eau, leur région, leur famille, leurs semblables, les autres, les animaux, leurs cultures, leurs langues et leurs identités. Les Autochtones vivant ces types d’itinérance ne peuvent pas se reconnecter culturellement, spirituellement, émotionnellement ou physiquement avec leur identité autochtone ou leurs relations perdues (Aboriginal Standing Committee on Housing and Homelessness, 2012).
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.010 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".