Bibliographic record
Abstract
Barbara Pentland was arguably the most rigorously modernist Canadian composer of her generation. During the late 1940s she adopted serial techniques and by the mid-1950s had forged her mature style: spare, elegantly constructed, abstract, yet with a rich timbral palette and surprising lyricism. She made adept use of new techniques throughout her career. She taught at the Royal Conservatory of Music in Toronto (1942–1949); then at the University of British Columbia (1949–1963). She received a Diplôme d’honneur from the Canadian Conference for the Arts (1977); honorary doctorates from the University of Manitoba (1976) and Simon Fraser University (1985); the Order of Canada (1989); and the Order of British Columbia (1993). Situated within the confluence of early women’s rights struggles and Canada’s search for identity at the official end of colonial rule in 1931, Pentland’s musical modernism lent authenticity and authority to her artistic voice: her music sounded neither British nor stereotypically feminine. As one reviewer observed, Pentland’s music had ‘‘that cool remoteness which conjures wide-open spaces and is probably as close to a national sound as anything Canadian composers have achieved.’’
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.035 | 0.008 |
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".