Valeurs et projets par-delà la migration : recherche comparative sur des populations turques immigrantes et non immigrantes
Bibliographic record
Abstract
L'auteur étudie l'évolution des valeurs et des pratiques soscioculturelles au sein d'une population immigrée masculine en référence a une population non immigrée correspondante, au moyen d'une double démarche d'enquête par questionnaire exécutée parallèlement en Belgique et en Turquie, et apportant de l'information sur les pratiques matrimoniales, les représentations religieuses et les opinions relatives aux rôles et positions des femmes. L'expérience migratoire ne contraint pas les sujets à un repli culturel qui tendrait à renforcer les cadres de pensée et les éléments culturels de la région d'origine. Au contraire, on assiste à l'émergence d'une synthèse identitaire originale à visée adaptative, qui articule des éléments culturels divers provenant tant du pays d'origine que du pays d'accueil.
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".