Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
John Glassco (1909-1981) holds a unique position in Canadian letters and a somewhat notorious reputation throughout the world. He is best known for his Memoirs of Montparnasse, the controversial chronicle of his youthful adventures and encounters with celebrities in the Paris of James Joyce, Gertrude Stein, and Ernest Hemingway. Less known are his poetry, his instrumental role in the foundation of modern translation, and his numerous - and widely popular - works of pornography. A Gentleman of Pleasure not only spans Glassco's life but delves into his background as a member of a once prominent and powerful Montreal family. In addition to Glassco's readily available work, Brian Busby draws on pseudonymous writings published as a McGill student as well as unpublished and previously unknown poems, letters, and journal entries to detail a vibrant life while pulling back the curtain on Glassco's sexuality and unconventional tastes. In a lively account of a man given to deception, who took delight in hoaxes, Busby manages to substantiate many of the often unreliable statements Glassco made about his life and work. A Gentleman of Pleasure is a remarkable biography that captures the knowable truth about a fascinatingly complex and secretive man.
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.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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 it