Bibliographic record
Abstract
Theories of citizenship have largely focused on the provision of rights by law and policy measures, as if rights are universally beneficial and cost-free and the invitations of rights will be accepted once offered. I challenge this assumption and highlight the need to empirically address how people negotiate with the benefit and cost of claiming rights. Based on ethnographic research in South Korea, this article delves into the everyday lives of migrant women in two feminized sectors of migration—cross-border marriage and sexual commerce—to situate the act of claiming rights in relation to the gendered pursuit of moral respect. I show that feminist groups in South Korea relied on the discourse of victimization and trafficking in pressuring the South Korean state to account for the human rights of migrant wives and migrant hostesses, while reinforcing the moral hierarchy that renders problematic migrant women’s work and intimate relationships. I argue that the distinctive material and moral costs that accompanied human rights–based provisions compelled migrant wives and hostesses to pursue divergent paths in seeking alternate bases to citizenship that would support their inclusion as moral equals.
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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 | 0.008 | 0.021 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.041 |
| Scholarly communication | 0.010 | 0.014 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.004 | 0.005 |
| Insufficient payload (model declined to judge) | 0.012 | 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".