Sport in broader leisure lifestyles: An analysis of the professional sport consumer’s cultural engagement
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
Despite the prevalence of professional sport in contemporary societies, there is little known by academics about professional sports consumers. We know much more about other cultural domains, such as music and the arts. This study examines consumption and sport in Canada to further understand how patterns of sports consumption fit into broader leisure lifestyles. Through investigation of how five professional sports leagues in Canada are consumed, this paper draws conclusions about the lifestyle of these consumers to assess which prevailing theories of cultural consumption are most useful for this segment. By utilising latent class analysis and regression modelling, this paper finds that cultural omnivores are the most likely consumers of these leagues. This group also maps onto theorisations of omnivores as high-status persons. Additionally, this paper suggests that theories of cosmopolitanism in omnivorous consumption may have particular salience for the Canadian case.
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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 | 0.002 |
| 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 it