Bibliographic record
Abstract
The leading cultural activist in the Canadian Communist Party in the 1930s, Oscar Ryan was the formative figure in the Workers’ Theatre movement in Canada and a tireless advocate of revolutionary theatrical modernism. Born Oscar Weinstein, he took his underground name from his mother’s maiden name, Rein. He grew up in Montreal and Winnipeg and after high school joined the Young Communist League as a full-time party activist. With an idiomatic and forceful proletarian writing style in the manner of John Dos Passos and Mike Gold, he became a writer for the Communist Party’s Daily Worker and its successors, the Daily Clarion and the Canadian Tribune. As Martin Stone, he was a theater critic for the Tribune from 1955 to 1988. In the Communist Party of Canada, he was an early supporter of Tim Buck, who took over the party in 1929 when communist parties around the world assumed a more radical militant stance in answer to Stalin’s call for revolutionary class war. Under Buck, Ryan became a leading figure in the party’s propaganda wing, a cultural organizer, publicity director of the Canadian Labour Defence League, and the author of numerous pamphlets.
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 | 0.009 | 0.003 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.026 | 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".