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Record W7011132547

Legal Representation for Complainants of Sexual Violence in the Criminal Justice System: A Proposal to Advance Women's Equality

2022· article· en· W7011132547 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship@Western (Western University) · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSexual violenceCriminal justiceHarmSupreme courtCharterJurisprudenceEconomic JusticeRepresentation (politics)Criminal law
DOInot available

Abstract

fetched live from OpenAlex

Very few survivors of sexual violence choose to engage the Canadian criminal justice system despite the fact that we expect law to be an effective tool to combat sexual violence. Since the vast majority of sexual violence survivors are female, the criminal justice system is failing women. This failure is largely because of the harm it causes by re-victimizing sexual assault complainants. Much of that harm arises from misunderstandings about trauma and from the existence of rape myths and gender stereotypes.. I argue that the criminal justice system’s treatment of female sexual violence complainants violates their section 7 and 15 Charter rights, and represents gender discrimination under the Canadian Human Rights Act. I further propose that one key remedy to remediate this harmful and discriminatory treatment is to provide state-funded trauma-informed legal representation for sexual violence complainants throughout their engagement with the criminal justice system.\nI present my thesis in an integrated article format using three articles, and apply a doctrinal analysis to primary and secondary sources of law, jurisprudence, articles, and research. The analysis also draws on my many years of experience as a former Crown prosecutor, and as a lawyer currently in private practice, working directly with sexual assault victim-survivors. \nThe first article lays out my proposed model for legal representation for sexual violence survivors and reviews other international systems of victim representation. In the second, I argue the merits of a Charter challenge on behalf of sexual violence complainants, relying on Supreme Court jurisprudence to demonstrate that current practices and omissions in government policy result in adverse impact and systemic discrimination against sexual violence complainants. The third article provides an analysis of the policies that underpin the treatment of female sexual violence complainants, this time using the lens of the Canadian Human Rights Act, demonstrating that these inadequacies perpetuate systemic discrimination against women. All three articles conclude that an effective remedy for this discriminatory treatment is the provision of state-funded trauma-informed legal counsel to complainants of sexual violence to protect their rights and to better facilitate equal access to justice.

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 imitation

Not 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.

metaresearch head score (Codex)0.016
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.458
Threshold uncertainty score0.912

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.027
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0040.002
Science and technology studies0.0180.035
Scholarly communication0.0190.009
Open science0.0050.009
Research integrity0.0110.007
Insufficient payload (model declined to judge)0.0040.001

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.

Opus teacher head0.139
GPT teacher head0.398
Teacher spread0.258 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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