Recovering the Early History of Canadian Criminology: Criminology at the University of British Columbia, 1951–1959
Bibliographic record
Abstract
This article is an account of the development of Canada's first criminology program, offered at the University of British Columbia from 1951 to 1959. The program included a B.A. in criminology with an honours option, an M.A. in criminology, and a postgraduate diploma. This program has been neglected in the history of criminology but deserves attention due to its innovative nature and to its impact on corrections in Canada. It emerged during the era when the new penology was being articulated and played a profound role both in transmitting this philosophy and in implementing it at the Haney Correctional Institution, which developed in concert with the university program. Elmer Kim Nelson, a criminologist from California, was in large part responsible for the shape and direction of both the university program and the prison. Although the program was short-lived, it exerted considerable influence on both the regional and the national scene for three decades.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.008 | 0.010 |
| Science and technology studies | 0.034 | 0.014 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.008 | 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; 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".