Organized righteousness against organized viciousness : constructing prostitution in post World War I Montreal
Bibliographic record
Abstract
The first decades of the twentieth-century featured a full-scale assault on prostitution and Red Light Districts in cities across North America. The Committee of Sixteen's efforts to erase 'commercialized vice' from Montreal reflect moral regulation projects as they have been recently theorized. The Committee's members represented a range of commercial, feminist, social and religious institutions with various agendas. This thesis considers how prostitution is constructed to mobilize a diverse range of social actors at specific times. Examining the press of the time, as well as reports and speeches produced by the Committee over its seven-year history reveals how members constructed prostitution as a symbol and scapegoat for multiple, sometimes contradictory, contemporary concerns and anxieties in the years following World War I. This discourse served to further marginalize the very women the Committee ostensibly sought to 'rescue'.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.032 | 0.034 |
| Scholarly communication | 0.009 | 0.002 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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".