Bibliographic record
Abstract
Born in Düsseldorf and eventually settling in Montreal, Canada, Otto Joachim was a composer, violist, painter, and instrument builder. Joachim fled Nazi Germany in 1934 and spent fifteen years performing in Singapore and China, before immigrating to Montreal in 1949. There he taught at McGill University and the Conservatoire de Montreal, formed the Montreal Consort of Ancient Instruments (1958–69), and became principal violist of the Montreal Symphony Orchestra. By 1956 he had established his own fully functional electroacoustic music studio. Early compositions such as Asia (symphonic poem, 1929–39) predate later explorations in a melodic and idiomatic dodecaphonic style developed in the 1940s and ‘50s (L’Eclosion for solo piano, 1954; and Concertante No. 1, 1955–57). Throughout the 1960s Joachim experimented with aleatory, graphic notation, and mixed media in works that balanced electronic, acoustic, and theatrical elements. Katimavik (four-channel tape, 1967) was commissioned for Canada’s centennial celebrations and musically mirrored the structure of the architecture of the Canadian pavilion at Expo ’67 in Montreal; Illuminations I (1965) employs serial and aleatoric techniques in exploring relationships between light and sound. Joachim received the Grand-Prix Paul Gilson for Illuminations II (1969), an honorary doctorate from Concordia University (1994), and was made Chevalier de l’Ordre National de Québec (1993).
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 | 0.005 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.043 | 0.016 |
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".