“The Touch Divine of Noble Natures Gone”: Sir William Osler as a Book Collector (pp 209-232)
Bibliographic record
Abstract
Slade Professor of Fine Art at the same institution.In what could be described as indelicate selfinterest, Tegasksis stated that these two "stood high in the realms of Literature, Science, Art, Oratory, but, from our point of view, still higher, as book-lovers, and best of all as book-buyers." 2 Despite being described as a human money bag, Image (appropriately named, given his profession) responded with an earnest and complimentary toast to the booksellers.In contrast, Osler's response had a tone of humorous mockery, both of himself and his audience:Christopher Lyons is Osler Librarian at the Osler Library of the History of Medicine, McGill University, and has been with the library for 11 years.He is also the former President of the Archivists and Librarians in the History of the Health Sciences and was elected to the Grolier Club of New York in 2015.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.005 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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".