True Reflections on Barron’s Reflections of Canada: “Canada 150: Music and Belonging”
Bibliographic record
Abstract
Esteemed Canadian music educator John Barron (1939–2014) commissioned and edited Reflections of Canada (RofC)—a three-volume collection of 147 Canadian folk songs arranged for a cappella choirs between 1985 and 1991. Published by Frederick Harris Music, RofC contains folk songs derived from Indigenous, French, and English traditions and was considered to be a fine resource for music educators. In the late 1990s, RofC was declared out of print, with publishing rights returned to the editor, composers of the arrangements, and other copyright holders. To celebrate confederate Canada at 150 and brought back by popular demand, a two-volume second edition of RofC has been created and will be released by Cypress Music in June 2017. Through narrative and ethnographic inquiry, the factors that influenced the genesis and subsequent demise of the first edition will be discussed, followed by an examination of the process and challenges encountered in the creation of a culturally sensitive second edition that embodies a realistic reflection of twenty-first-century Canada.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.039 | 0.023 |
| Scholarly communication | 0.011 | 0.004 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.003 | 0.008 |
| Insufficient payload (model declined to judge) | 0.008 | 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".