Bibliographic record
Abstract
In the fall of 1959 Norma Beecroft, a twenty-five-year-old composition student, left her home in Toronto and travelled to Rome to study with the eminent Italian composer Goffredo Petrassi. She left behind her lover and mentor, the thirty-four-year-old Harry Somers, by then recognized as one of Canada’s leading young composers. For the next six months they wrote each other almost every day. Their intense and intimate correspondence documents lives lived apart but shared on the page, until the relationship came to an abrupt end. Selected from the full extant correspondence, the letters show both composers at pivotal moments in their careers, processing music and culture in their respective environments in ways that would remain influential for themselves and to each other. Beyond illuminating a tempestuous love affair, their wide-ranging letters capture the development of Canadian arts and culture of the period. They record observations about significant figures in their circles; the performances, theatre, and art Somers experienced in Toronto; and Beecroft’s attempts to forge a viable compositional approach through contact with important artists and composers abroad. Somers eventually realized that what he wanted most was for Beecroft to give up her studies and return to Toronto to marry him. She turned him down and remained in Italy to study and write music, cementing her commitment to the vocation that would shape the rest of her creative life. She would break ground as a woman in her field, a producer for the CBC, and a composer and early champion of electroacoustic music. A window into cultural life in Canada and Rome at the end of the 1950s, Between Composers is a striking record of a turning point in the lives and careers of two young artists that would mark them and their music for decades.
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 | 0.003 | 0.015 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.014 | 0.003 |
| Scholarly communication | 0.012 | 0.005 |
| Open science | 0.001 | 0.010 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.202 | 0.097 |
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".