Recycled Odyssey: Creating Transnational Families in The Greek Diaspora
Bibliographic record
Abstract
Abstract In this article I explore the types of transnational families forged by Greek Canadian women through cycles of migration between Canada and Greece. The focus is on how transmigrant women search for a spouse and heterosexual lifestyle embodied within a seemingly ‘authentic’ Greek experience. This recycled odyssey in which the women negotiate systems of gender and ethnic identification between two different social milieux highlights how parental guidance, class tensions and representations of gender and sexuality (re)form the Greek transnational family. These conflicts, and their resolutions, indicate how the ties of transnational families are negotiated to accommodate competing notions of sexuality, femininity, filial piety, parental investment and economic responsibility. Such cases are poorly documented since it is assumed that ‘white’ ethnic groups in North America are more assimilated. However, given the forces that drive transnationalism — such as global capital, cheap travel, telecommunications and European integration — belonging to an imagined community has different implications than it did in the past.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.013 | 0.010 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.012 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".