Les mères solitaires bénéficiaires du programme d’aide sociale : une figure type de la solitude contemporaine
Bibliographic record
Abstract
En se penchant sur le projet de réforme du programme d’aide sociale au Québec, soumis en 1988, cet article fait intervenir le thème de la solitude dans l’explication de la dépendance des mères solitaires bénéficiaires de ce programme. Derrière les problèmes liés au manque de ressources et au retrait du marché du travail se profilent des dimensions qui complexifient la tâche de prise en charge de l’État. Le déroulement de la vie affective des individus et les différentes figures emblématiques de la solitude induisent de nouvelles formes de risque. La solitude du groupe étudié représente un amalgame de solitude imposée et de solitude choisie qui pose divers dilemmes à la société quant aux orientations à développer en matière de solidarité sociale.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.006 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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".