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Record W4395030845 · doi:10.29173/alr2715

The Case of the Reasonable Hypothetical Sex Worker

2022· article· en· W4395030845 on OpenAlexvenueaboutno aff
Debra M Haak

Bibliographic record

VenueAlberta Law Review · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsnot available
Fundersnot available
KeywordsSex workersEconomicsSociologyDemography

Abstract

fetched live from OpenAlex

This article critically considers the expanded use of reasonable hypotheticals in challenging the constitutionality of criminal offences under section 7 of the Canadian Charter of Rights and Freedoms (Charter). The author consolidates concerns raised by judges and scholars over use of the device and explains how these concerns are amplified in the first two constitutional challenges to three of Canada’s new criminal prostitution laws with potentially significant consequences for constitutional limitations on what can and cannot constitute a crime. The reasonable hypothetical is a device originally used by courts to evaluate the constitutionality of mandatory minimum sentences under section 12 of the Charter based on the circumstances of a reasonable hypothetical offender, rather than those of the actual offender before the court. Judges later expanded the use of the device to evaluate the constitutionality of criminal offences under section 7 based on the circumstances of a reasonable hypothetical accused, rather than those of the actual accused before the court. However, the process through which constitutionality is evaluated differs, raising distinct concerns about the use of hypotheticals in evaluating the constitutionality of criminal offences that have largely gone unexamined and unacknowledged. Concerns raised by judges and scholars about the use of reasonable hypotheticals fall into three categories: (1) the “air of unreality,” where the rights violation at issue does not arise on the facts of the case before the court; (2) the nature and scope of evidence that can, should, or must be before the court in cases where the device is used; and (3) the appropriate remedy where an impugned law applies in a constitutional manner to the offender or accused before the court, but in an unconstitutional manner in hypothetical circumstances. Each of these categories of concern is aggravated in the first two constitutional challenges to some of Canada’s new criminal commodification offences; the way hypotheticals are used in section 7 cases obscures the experiences of victims and complainants and allows courts to adjudicate constitutionality and remedy constitutional breaches based solely on hypotheticals and expert evidence. The author suggests that if courts continue to allow accused in criminal proceedings to use reasonable hypotheticals to challenge the constitutionality of offences under section 7 of the Charter, they undertake their evaluation of constitutionality with the benefit of adjudicative fact evidence about the circumstances of the case before them, to directly address how rights, interests, and values in tension with those of the hypothetical rights claimant may be relevant to a potential section 1 justification and tailor a remedy that meaningfully attends to the experiences of victims and complainants.

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)0.010
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.841
Threshold uncertainty score0.316

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0180.021
Scholarly communication0.0060.004
Open science0.0020.005
Research integrity0.0110.013
Insufficient payload (model declined to judge)0.0080.001

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 head0.017
GPT teacher head0.297
Teacher spread0.280 · 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 designNot applicable
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 routes2
Has abstractyes

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