Bibliographic record
Abstract
The Guess Who. Gordon Lightfoot. Joni Mitchell. Neil Young. Stompin' Tom Connors. Robert Charlebois. Anne Murray. Crowbar. Chilliwack. Carole Pope. Loverboy. Bryan Adams. The Barenaked Ladies. The Tragically Hip. Céline Dion. Arcade Fire. K-oS. Feist. These musicians are national heroes to generations of Canadians. But what does it mean to be a Canadian musician? And why does nationality even matter? Canuck Rock addresses these questions by delving into the myriad relationships between the people who make music, the industries that produce and sell it, the radio stations and government legislation that determine availability, and the fans who consume it and make it their own. An invaluable resource and an absorbing read, Canuck Rock spans from the emergence of rock and roll in the 1950s through to today's international recording industry. Combining archival material, published accounts, and new interviews, Ryan Edwardson explores how music in Canada became Canadian music
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.129 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".