Clientélisme politique et exclusion sociale : le cas des Tsiganes en Grèce
Bibliographic record
Abstract
Cet article a pour objectif de mettre en relation le clientélisme politique et l’exclusion sociale en analysant de quelle manière les biens demandés par le client, en échange de son vote ou de son soutien politique, caractérisent sa situation sociale et déterminent le type de la relation clientéliste. Les populations tsiganes en Grèce constituent le champ de recherche empirique de cette étude. Nous pouvons distinguer quatre types de relations entre les Tsiganes exclus et le système politique, relations qui expriment quatre niveaux d’exclusion sociale : l’absence de relation, la relation de la « récompense immédiate », la relation de la « protection attendue », et enfin, la relation de l’« intégration attendue ».
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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 | 0.005 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.013 | 0.024 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.011 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.011 | 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; 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".