The Show Must Go On: The Strategy and Spectacle of Dana White’s Efforts to Promote UFC 249 During the Coronavirus Pandemic
Bibliographic record
Abstract
While most professional sports quickly postponed their seasons due to COVID-19, the Ultimate Fighting Championship (UFC) took a decidedly contrarian approach as president Dana White continued to promote UFC 249 until pressure forced its cancelation on April 9, 2020. Drawing from work on sport and spectacle and the media as well as sport management scholarship on crisis management, the authors provide a commentary on the mediated spectacle of White’s (eventually successful) efforts to promote UFC 249 during the pandemic. Drawing from numerous media sources, they discuss how White sought to control the public narrative in several key ways. The authors further explore how White decried the seriousness of the pandemic while centralizing the UFC’s place in the U.S. sporting landscape. Finally, the authors discuss how White’s efforts might both help and hinder the UFC as a mainstream sports promotion.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.026 | 0.014 |
| Scholarly communication | 0.012 | 0.008 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.007 | 0.010 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".