MétaCan
Menu
Back to cohort
Record W7043076689

Representations of Sexual Assault in News Media Coverage of Canada’s Extreme Intoxication Defence

2024· article· en· W7043076689 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship at UWindsor (University of Windsor) · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSexual Assault and Victimization Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSupreme courtLegislatorCriminal codeSexual assaultNews mediaLegislationCriminal lawLegitimacyGlobeMedia coveragePoison control
DOInot available

Abstract

fetched live from OpenAlex

The extreme intoxication defence (EID) is a provision in Canada’s Criminal Code that protects offenders who are ‘morally innocent’ by means of intoxication. Barred in 1994 by s. 33.1, three recent Supreme Court cases (Brown, Chan, and Sullivan) have overturned this decision, declaring the law unconstitutional in 2022. Concerns over the potential implications of this defence were raised by women’s rights groups and the public alike, prompting the Canadian legislator to rush Bill C-28, which includes a new standard for criminal liability requiring extreme intoxication to the point of automatism to enact the defence. Some advocates for women’s rights say that this is not enough, while policymakers stand by the legitimacy of the provision. News coverage of the Supreme Court rulings and the passing of Bill C-28 represented the interests of legislators, as well as women’s rights groups with concerns over the potential applications of the EID in sexual assault cases. Utilising media-framing theory and Critical Discourse Analysis (CDA), this study analyses the media discourse across three major Canadian newspapers; the Globe and Mail, Toronto Star, and the National Post between June 2020 and February 2023. The findings of this study were consistent with the academic literature regarding news media representations of sexual assault since the #Metoo movement. There has been greater inclusion of feminist perspectives, and the concerns for womens’ rights are better represented. Although, much of the coverage becomes encumbered with analysing the confusing legal language of the EID and discounting its potential implications for sexual assault case processing. Overall, new representations of the defence tend to hyper-politicise the issue and distract the reader from the social issues that contribute to the perpetuation of sexual violence against women.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.624
Threshold uncertainty score0.737

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.052
GPT teacher head0.293
Teacher spread0.241 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueScholarship at UWindsor (University of Windsor)Same topicSexual Assault and Victimization StudiesFrench-language works237,207