Bibliographic record
Abstract
Acknowledgments Introduction: Media History as Concept and Practice Gene Allen and Daniel J. Robinson Part I: New Research in Canadian Media History The Catholic Press: A Challenge ot the 'Journalism of Information' Paradigm Dominique Marquis Old Media, New Media and Competition: Canadian Press and the Emergence of Radio News Gene Allan Britishness, the BBC and the Birth of Canadian Public Broadcasting, 1928-1936 Simon J. Potter The Luxury of Moderate Use': Seagram and Moderation Advertising Daniel J. Robinson Evelyn Dick, Soap Star: Newspaper Coverage of the Torso Murder Case Alison Jacques Variety Show as National Identity: CBC Television and Dominion Day Celebrations, 1958-1980 Matthew Hayday Politics? Fear Not!: The Rise of the Average Superhero in the Visual Rhetoric of Bill Davis' 1971 Election Pamphlet James Cairns Part II: Historiography and Media History Whence and Whither: The Historiography of Canadian Broadcasting Mary Vipond Recent Trends in Research on the History of the Press in Quebec: Towads a Cultural History Fernande Roy Encounters with Theory Paul Rutherford
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.
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 | 0.003 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.008 | 0.014 |
| Science and technology studies | 0.036 | 0.026 |
| Scholarly communication | 0.017 | 0.008 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.014 | 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".