Dynamiques de genre et de générations dans les familles transnationales
Bibliographic record
Abstract
Cet article se propose de réfléchir sur comment l’expérience migratoire transforme les configurations et les fonctions des familles à partir de deux études réalisées dans la région de Naples (Italie). La première regarde les femmes des pays de l’Europe centre-orientale qui s’emploient comme badanti (assistantes de vie) ou collaboratrici domestiche (femmes de ménage) ; leurs migrations remettent en question les ajustements existant entre appartenance de genre et rapports familiaux dans les sociétés d’origine et d’arrivée. La deuxième étude considère le processus de stabilisation de jeunes étrangers ou d’origine étrangère qui arrivent par suite d’un regroupement familial ; leurs parcours remettent en question la manière à travers laquelle les liens familiaux sont incorporés dans des configurations migratoires mondialisées.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".