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Record W176838024

Affirmative Sexual Consent in Canadian Law, Jurisprudence, and Legal Theory

2012· article· en· W176838024 on OpenAlexaffabout
Lucinda Vandervort

Bibliographic record

VenueSSRN Electronic Journal · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicSexual Assault and Victimization Studies
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsLawJurisprudencePolitical scienceStatutory lawSupreme courtSexual violenceCommon lawCriminal codeCriminal law
DOInot available

Abstract

fetched live from OpenAlex

This article examines the development of affirmative sexual consent in Canadian jurisprudence and legal theory and its adoption in Canadian law. Affirmative sexual consent requirements were explicitly proposed in Canadian legal literature in 1986, codified in the 1992 Criminal Code amendments, and recognized as an essential element of the common law and statutory definitions of sexual consent by the Supreme Court of Canada in a series of cases decided since 1994. Although sexual violence and non-enforcement of sexual assault laws are worldwide phenomena, the international scholarly literature reflects limited awareness of these developments in Canadian law. This article remedies that gap in the literature. The Canadian experience with the definition of sexual consent as communicated “voluntary agreement” demonstrates the value of this conceptualization of consent; the definition provides a well-defined set of nondiscretionary reference points for legal analysis of the facts in sexual assault offenses. The effect is to facilitate effective enforcement of the sexual assault laws and affirm the right to sexual autonomy, sexual self-determination, and equality, consistent with fundamental principles of individual human rights. For all these reasons, familiarity with the Canadian experience may be useful to those engaged with the reform of rape and sexual assault laws in other jurisdictions.

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)0.014
metaresearch head score (Gemma)0.019
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 score0.160
Threshold uncertainty score0.975

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.019
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.005
Science and technology studies0.0250.074
Scholarly communication0.0130.006
Open science0.0030.005
Research integrity0.0060.006
Insufficient payload (model declined to judge)0.0040.000

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 head0.020
GPT teacher head0.323
Teacher spread0.304 · 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

Citations7
Published2012
Admission routes2
Has abstractyes

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Same venueSSRN Electronic JournalSame topicSexual Assault and Victimization StudiesFrench-language works237,207