Accompagnement de femmes en situation d’itinérance : pratiques en émergence d’un organisme communautaire en territoire périurbain et rural au Québec
Bibliographic record
Abstract
L’article s’intéresse au phénomène complexe de l’itinérance chez les femmes, un univers « caché et invisible » et jusqu’ici peu exploré. Cet article découle d’un projet de recherche participative-évaluative ayant pour objectif principal de comprendre comment la pratique émergente d’un organisme, centre d’hébergement pour femmes en difficultés, contribue à prévenir et réduire l’itinérance des femmes sur un territoire périurbain et rural au Québec. Pour atteindre cet objectif, des entretiens ont eu lieu avec différents acteurs, dont des femmes hébergées ou ayant déjà été hébergées, des membres de l’équipe et des collaborateurs et collaboratrices provenant d’organisations de la région.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.006 | 0.004 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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; both teacher heads agree on what is shown here.
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".