The Olympics, nationalism, and multiculturalism: News coverage of naturalized players in the Korean men’s national ice hockey team
Bibliographic record
Abstract
The naturalization of athletes for the purpose of participating in the Olympics is a noticeable feature of today's superdiverse sporting contexts. Focusing on the 2018 PyeongChang Winter Olympic Games, in this paper, I explore how North American-born male ice hockey players who have become naturalized into South Korea are reproduced in media coverage of Canada and South Korea. Applying insights from critical discourse studies, transnationalism, and critical multiculturalism, I specifically examine how each country re/forms its own imagined community through these transnational sporting migrants and the ways that concepts of immigration, citizenship, whiteness, masculinity, and multiculturalism are linked, fused, and/or conflicted within it. Analysis suggests that in both countries, the hockey migrants have been illuminated as new national symbols enhancing the multicultural national brand of each country, whether as immigrants or emigrants, solidifying in the process the hegemonic position of whiteness as a global phenomenon beyond the West.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 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".