Bibliographic record
Abstract
Grandson to Quebec’s art music scene pioneer Guillaume Couture (1851–1915), composer Jean Papineau-Couture (1916–2000) played a major role in the development of the province’s musical life throughout the century. A composer, pianist, pedagogue, and administrator, Papineau-Couture’s contributions range from his involvement with the foundation of the Canadian League of composers (Toronto, 1951) to the fulfilment of his academic function as Dean of the music faculty at Université de Montreal (1968–1973). He also participated in the creation of both the Society for Canadian Music (Montreal, 1954) and the Montreal bureau of the Canadian Music Centre (1973)—the former being a music society dedicated to the performance of Canadian music, the latter one of today’s most active institutions in the dissemination of Canadian art music—and acted as an administrator of the Société de musique contemporaine du Quebec, founded in 1966 and for which he served as president starting that very first year up to 1972. His teaching of music is stringed across these many accomplishments. The catalogue of Jean Papineau-Couture includes many stylistically diverse works. His music evolved throughout his life, moving from a form of neoclassicism most probably influenced by the composer’s many encounters with Igor Stravinsky—some by way of Nadia Boulanger, whom he studied with, along with Quincy Porter, at the Longy School of Music in Cambridge, Massachusetts—to an atonal idiom. Papineau-Couture composed many concertante-style works, as demonstrated in his Clair-obscure (1986), a double concerto for contrabassoon, double bass, and orchestra. The composer also wrote many pieces of chamber music, most often for soloist and piano accompaniment (Caprices, 1962; Discussion animée, 1997), as well as a substantial number of orchestral works.
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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 | 0.000 | 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 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.070 | 0.020 |
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".