Bibliographic record
Abstract
Dresser la genealogie du principe de solidarite nationale permet d'inscrire sa juridicisation dans un processus dont les origines remontent a la conceptualisation de la solidarite sociale sous la III eme Republique et dont le terme sera marque par sa constitutionnalisation par l'intervention du constituant de 1946. Ce principe s'analyse comme le fondement d'un etat subsidiaire, garant des risques sociaux et definissant par la-meme le contenu du caractere social de la Republique. Concu comme l'outil privilegie de l'interdependance sociale, le service public s'est revele inadapte a la prise en consideration des phenomenes d'exclusion sociale et territoriale. Le constat de cette inadaptation se traduit par la promotion d'inegalites correctrices privilegiant une approche sur les segments les plus vulnerables de l'espace social et territorial. Ces dispositifs structurants du principe de solidarite nationale permettent de considerer ce principe comme le fondement d'un Etat garant de l'egalite.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.212 | 0.056 |
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".