The Nationalistic Revolution Will Be Televised: The 2010 Vancouver Olympic Games on NBC
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A population of NBC’s primetime coverage of the 2010 Vancouver Olympics (64 hours) was analyzed to determine differences between the media treatment of U.S. and non-U.S. Olympians. Results showed that U.S. athletes were highlighted at three to four times to rate their successes would suggest. In addition, American athletes were more likely to be depicted as succeeding because of their intellect, commitment, and consonance while non-American athletes were more likely to be depicted as failing because they lacked the strength and skill of other athletes. From a personality/physicality standpoint, American athletes received enhanced comments about their outgoing/extroverted nature while non-American athletes received more comments about the size and parts of their bodies. Ramifications for framing theory and Olympic nationalism research are articulated.
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.
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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it