Bibliographic record
Abstract
In 2005, the Supreme Court of Canada revised the meaning of indecency under the Criminal Code. This was achieved by removing from its definition any reliance on the community standard of tolerance test. In R. c. Labaye the Court reinforced the notion that the focus of laws regulating sexuality should not be based on sexual morality and moral harm to society but rather on political morality and actual harm to individuals. The reasoning in R. c. Labaye should change the way that courts understand the prostitution-related provisions in the Criminal Code. In particular, a proper application of its reasoning suggests that the conception of harm developed in R. c. Labaye should ultimately lead to a reduction of the detrimental impact on sex workers that many have suggested is directly caused by section 210 (the bawdy house law) and section 213 (the general communication provision) of the Criminal Code.
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 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 | 0.016 | 0.027 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.016 | 0.046 |
| Scholarly communication | 0.016 | 0.007 |
| Open science | 0.005 | 0.007 |
| Research integrity | 0.026 | 0.038 |
| Insufficient payload (model declined to judge) | 0.002 | 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".