Women's Migration for Domestic Work and Cross‐Border Marriage in East and Southeast Asia: Reproducing Domesticity, Contesting Citizenship
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract This article offers an integrative review of the literature on women's migration for domestic work and cross‐border marriages in East and Southeast Asia. By bringing these two bodies of literature into dialogue, we illuminate the interconnected processes that shape two key forms of women's migration that are embedded in the reproduction of women's domesticity. We highlight structural analyses of the demographic and socio‐economic shifts that propel women's migration while also attending to the affective dimension of migrant women's desires and duties and to the brokerages that mediate the migrant flow. We finally examine how migrant wives and domestic workers contest the boundary of citizenship as they claim their full personhood against divergent modes of control over their rights, bodies, and mobility. We conclude by pointing out concrete areas where the two sets of literature can enrich each other for future research on gender, labor, and migration.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it