Settlement versus Onward Migration: Cultural Adaptation and Transnational Mobility Strategies among Iranian International Female Students in South Korea
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 study investigates the transnational mobility of Iranian women pursuing higher education in South Korea, focusing on their motivations, adaptation, and postgraduation trajectories. Drawing on the influence of the Korean Wave since the 2000s, it examines how popular culture, gender constraints in Iran, and migration aspirations intersect. Despite their initial attraction to Korea’s global image, many face cultural barriers, discrimination, and restrictive visa systems that limit settlement opportunities. Consequently, some seek “onward migration” to third countries such as Canada or Germany. By situating these experiences within broader Iranian migration dynamics, the study highlights gendered dimensions of educational migration and the policy limitations shaping Iranian students’ transnational mobility.
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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 | 0.001 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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