Bibliographic record
Abstract
Canada's relation with the Beat movement is multi-faceted. A desire to challenge national and linguistic boundaries and a wish to escape conformity and explore identity through stylistic innovations in different media mark the Beats' complex legacy in Canada. Many Canadian writers were inspired by Kerouac's life and writing. In Jacques Poulin's Volkswagen Blues, the main characters, Jack Waterman and his traveling companion, a Metis woman nicknamed la Grande Sauterelle (the Big Grasshopper), drive from Gaspesie to California in a Volkswagen bus. Beat culture in Toronto's Yorkville neighborhood brought about innovations in art, film, music, and literature. Allen Ginsberg's visits to Canada had enormous repercussions. In 1963, Ginsberg was among the speakers at the University of British Columbia Vancouver Poetry Conference. In 1969, Allen Ginsberg visited Montreal for a series of performances and readings as part of the poetry series at Sir George Williams University. The Spaceshits were banned from many Montreal venues because of their sometimes-violent juvenile delinquent audience antics.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.372 | 0.001 |
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; both teacher heads agree on what is shown here.
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".