Of Logos, Owners, and Cultural Intermediaries: Defining an Elite Discourse in Re-branding Practices at Three Private Canadian Television Stations
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
ABSTRACT This article explores the relationship between local television stations and national networks through a careful study of station re-branding. The relationship is explored through case studies of the three privately owned English-speaking television stations in Winnipeg, Canada. Through in-depth interviews with station and network executives, the author investigates the critical factors that facilitated the re-branding of Canada’s private television networks between 1997 and 2005. This period saw many English-speaking television networks unite their respective affiliate stations under a single logo and brand. Influenced by branding theory and scholarship on Canadian broadcasting, this article examines the shift away from local identification in Canadian broadcasting and the benefits, challenges, and resistances therein.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.004 |
| 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 it