Colonization through Disclosure: Confidential Records, Sexual Assault Complainants and Canadian Law
Bibliographic record
Abstract
This article explores the Canadian experience of widened access to sexual assault complainants' private records. It dissects legal developments from the mid-1990s, when the Canadian Supreme Court established a liberalized disclosure regime in the landmark O'Connor decision. A legislative reform passed in 1997 that sought to establish a stricter regime was recently upheld and at the same time weakened by the Supreme Court in Mills. The article contends that access to complainants' records stands as a critical example of how a liberal legalistic discourse of sexual assault is extending its hegemony by colonizing and silencing, in particular, feminist and therapeutic discourses. At issue is the relative status of legal 'Truth' and dissonant and emergent feminist narratives, as well as our ability to understand and speak about sexual violation outside of the narrow confines of law.
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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 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.041 | 0.035 |
| Scholarly communication | 0.013 | 0.004 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.009 | 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".