Global Minds, Local Bodies: Kosovar Transnational Connections Beyond British Columbia
Bibliographic record
Abstract
In 1999, 905 Kosovar refugees settled in the province of British Columbia (BC) in Canada. Despite their sudden and forced departure, many have maintained contact with and returned to visit Kosovo/a. We contend that these transnational links are different for refugees than for other classes of immigrants. In this case, “refugee transnationalism” refers to the social, cultural, economic, and political relations that Kosovar refugees in Canada keep with those in Serbia and Montenegro (formerly the Federal Republic of Yugoslavia). A salient feature that shapes Kosovar transnationalism is the uncertain status of the region of origin, namely Kosovo/a. Based on interviews and focus groups with Kosovars in seven BC cities, we discuss the quality and distinctiveness of transnational links among this refugee group and their implications for settlement and integration in Canada.
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How this classification was reachedexpand
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 | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 teacher head, 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".