Welfare , workfare et citoyenneté aux États-Unis
Bibliographic record
Abstract
Pour les conservateurs, le welfare constitue une menace autant pour l'institution familiale que pour celle du travail. La réforme récente de l'aide sociale (Aid to Families with Dependent Children) vise à forcer les pères absents à assumer leurs responsabilités financières vis-à-vis de leurs enfants et à faire en sorte que les bénéficiaires fournissent du travail (workfare) et conquièrent progressivement leur autonomie économique. La participation à l'économie formelle apparaît de plus en plus comme une condition préalable à l'accès à la pleine citoyenneté. Les politiques gouvernementales risquent donc d'exclure ceux qui ne contribuent pas à leur propre subsistance et plus largement à l'enrichissement de la nation.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".