Bibliographic record
Abstract
General features and reception The Quebec composer Claude Vivier (1948-1983) is one of the most important creators of concert music in Canada, and has come to be considered one of the most significant and original composers of the last quarter of the twentieth century. His highly personal style in emblematic works like Lonely Child (1980) and Journal (1977) fuses many of the dominant currents of twentieth-century art music, from the serialist thought inherited from his teachers Gilles Tremblay and karlheinz Stockhausen to the techniques associated with Spectral composition. Like other composers of his generation working in Montreal at the same time (including John Rea, Jose Evangelista and Walter Boudreau), he had a deep and durable fascination with non-European musical cultures, particularly those of the Indian subcontinent, Southeast Asia and especially the island of Bali. Works by Vivier are as likely to have names of Asian locales in their titles as a piece by Messiaen is likely to bear a species of bird in its name (for example, Zipangu – the name Marco Polo used to refer to Japan – Bouchara, Shiraz, Pulau Dewata – the Balinese nickname for the island of Bali, etc.).3
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.091 | 0.038 |
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".