MétaCan
Menu
Back to cohort
Record W4383341304 · doi:10.33137/pbsc.v59i1.36674

Casey Would! Dr Casey A. Wood, the McGill Library’s Best Forgotten Benefactor

2023· article· en· W4383341304 on OpenAlexaffvenueabout
Christopher Lyons

Bibliographic record

VenuePapers of The Bibliographical Society of Canada · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsMcGill University
Fundersnot available
KeywordsNatural historyHistoryEthosClassicsArt historyLibrary scienceLawComputer sciencePolitical scienceMedicine

Abstract

fetched live from OpenAlex

The world-renowned physician, bibliophile, and McGill alumnus Sir William Osler (1849-1919) wrote that “a library represents the mind of its collector, his fancies and foibles, his strength and weakness, his prejudices and preferences.”[1] His own collection of medical and related works formed the nucleus of McGill’s Osler Library of the History of Medicine. Opened in 1929, the Osler Library is renowned for both its collection and the preservation of its founder’s memory and ethos. In 1920 Dr Casey Wood (1856-1942), a friend and contemporary of Osler’s, created the Wood Library of Ornithology and the Blacker Library of Zoology at McGill. The rare natural history material from these two libraries, now the Blacker-Wood natural history collection in Rare Books and Special Collections, rivals the Osler in its depth and rarity. Despite this, its founder remains largely unknown. Although it is understandable – Osler was as famous and loved as Wood was aggressive, overbearing and vain – it is unfortunate. Wood devoted tremendous energy, drive and money over decades to build one of the best natural history collections around. He also hoped that these libraries would engage in public education and encourage people to respect and enjoy the natural world. Although he could be an unpleasant person, it is useful to know something about the man whose collection so strongly bears his stamp. [1]Bibliotheca Osleriana: A Catalogue of Books Illustrating the History of Medicine and Science (Oxford: Clarendon Press, 1929), xxi.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.981
Threshold uncertainty score0.590

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.015
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0070.005
Open science0.0020.004
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.1760.066

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.

Opus teacher head0.013
GPT teacher head0.215
Teacher spread0.202 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes3
Has abstractyes

Explore more

Same venuePapers of The Bibliographical Society of CanadaSame topicCanadian Identity and HistoryFrench-language works237,207