Prostitutes and Prophylaxis: Venereal Disease, Surveillance, and Discipline in the Canadian Army in Europe, 1939-1945
Bibliographic record
Abstract
The wastage of Canadian manpower due to venereal disease (VD) during World War II was an ongoing problem for the Canadian Army. Military authorities took both medical and disciplinary measures in attempt to reduce the number of soldiers that were kept from regular duties while under treatment. The study of the techniques employed to control sexual behaviour and infection places the Canadian Army in a new historical perspective as a modern institution which sought to establish medical surveillance and disciplinary control over soldiers’ bodies. This study also explores Canadian soldiers’ sexual behaviour overseas, showing their engagement in a broken system of regulated prostitution, and with European women who were coping with war’s destabilization and strain by participating in the sex trade. Agents of the Canadian Army overseas extended their disciplinary and surveillance functions from soldiers to their sexual partners. VD rates were low when formations were in combat, but rose to alarming rates when they were out of the line, suggesting that individual agency and sexual choice trumped the efforts of modern discipline.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.011 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".