On thin ice: <i>Hockey Night in Canada</i> and the future of national public service media
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
This article considers the implications of rising sports rights fees and emerging digital media technologies for legacy public service broadcasters. I argue that, while the Hockey Night in Canada sublicensing agreement with Rogers prompted a significant amount of criticism of the CBC at the time, it is consistent with the broader history of the program. Furthermore, the situation is most significant in that it exposes the tensions between the CBC and the marketplace as manifested in CBC-TV. I suggest that this deal illustrates that the CBC should exit the commercial television marketplace. I conclude by suggesting that the CBC should shift its focus toward a renewed emphasis on noncommercial programming in areas often neglected by the commercial media. This approach could potentially provide a model for how legacy public service media institutions might reassert their civic and cultural value in an increasingly convergent and commercialized mediascape.
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 | 0.001 |
| 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 | 0.000 |
| 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