Politiques sociales de la vieillesse et de la longévité : recul de la solidarité nationale et réémergence des solidarités familiales
Bibliographic record
Abstract
L’allongement de l’espérance de vie et le vieillissement de la population en France mettent à l’épreuve les systèmes de protection sociale mis en place au cours du XXe siècle. Ces derniers, qu’il s’agisse de la sécurité sociale ou de l’aide sociale, fondés historiquement sur la solidarité nationale ne permettent déjà plus de satisfaire les besoins des plus âgés. En particulier le risque de dépendance qui affecte les plus âgés, n’est pas pris en compte au titre de la sécurité sociale. Les solidarités collectives jusque-là mises en œuvre par l’Etat s’éclipsent au profit de dispositifs légaux mettant à contribution les membres de la famille. Ce retour à des solidarités familiales paraît bien témoigner d’un désengagement de l’Etat social.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.004 | 0.006 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".