Nationalism in the United States and Canadian primetime broadcast coverage of the 2014 Winter Olympics
Bibliographic record
Abstract
The CBC’s and NBC’s primetime broadcasts of the 2014 Winter Olympics were analyzed to determine differences between the media treatment of home nation and foreign athletes. The CBC results showed that Canadian athletes represented 48.5% of total athlete mentions and constituted all of the top 20 most-mentioned athletes. NBC results showed that American athletes represented 43.9% of their total mentions and 65% of the top 20 most-mentioned athletes. The CBC was more likely to attribute Canadian athletic successes to commitment and intelligence, and non-Canadian successes to strength. The CBC was more likely to discuss the emotions and background of non-Canadians and make neutral/other comments about Canadians. NBC was more likely to attribute American failures to experience. Comparisons between the networks revealed 30 significant differences in the manner of depicting home athletes compared to athletes from other nations.
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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 | 0.002 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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 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".