Bibliographic record
Abstract
Le volume 27, n° 2, de la <i>REMI</i> est consacré à des résultats d'enquêtes menées par des chercheurs français et étrangers. Les articles publiés abordent des questions qui relèvent notamment de la mixité franco-étrangère, de l'impact des refoulements de migrants sur les familles restées au pays d'origine, du passage du paradigme de la migration à celui de la mobilité et de ses effets sur la gestion migratoire au Canada, du rapport entre politiques publiques et insertion professionnelle des immigrés en France et en Italie, des pratiques et des cultures de la consommation chez les jeunes descendants d'immigrés en Italie, de la construction des frontières ethniques dans l'espace scolaire. Enfin la thématique des musulmans en Italie est discutée dans une note de recherche qui conclut ce numéro de varia.
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 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.029 | 0.029 |
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".