‘Nice Korea, Naughty Korea’: Media framings of North Korea and the inter-Korean relationship in the London 2012 Olympic Games
Bibliographic record
Abstract
This study examines mainstream news media framings of North Korea and the inter-Korean relationship in the London 2012 Summer Olympic Games, focusing on the role that the media played in privileging particular understandings of nationalism, conflict and reconciliation. Print news articles from South Korea and English-speaking western nations were collected and analyzed. The results illustrate notable differences between South Korean and western media coverage of North Korea’s involvement and the inter-Korean relationship. Western representations of North Korea featured discussions of controversies pertaining to the North Korean government, and often deemphasized or dismissed athletes’ efforts. South Korean coverage included few reflections on socio-political problems related to North Korea, but highlighted athletic accomplishments. Emphasis on division was also found more often in western coverage of the inter-Korean relationship as compared to South Korean coverage.
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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 | 0.003 | 0.003 |
| 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 | 0.004 |
| 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".