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Record W4285676644 · doi:10.29173/crossings79

Decriminalizing Sex Work: How The Protection of Communities and Exploited Persons Act Harms Consensual Sex Workers and Creates Further Stigmatization in Society

2022· article· en· W4285676644 on OpenAlexaboutno aff
Mariska Konnik

Bibliographic record

VenueCrossings An Undergraduate Arts Journal · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsnot available
Fundersnot available
KeywordsSex workDecriminalizationSex workersWork (physics)LegislationSex traffickingSex offenderLegalizationCriminologyPolitical sciencePublic relationsSociologyPsychologyLawMedicineHuman immunodeficiency virus (HIV)EngineeringHuman traffickingPopulation

Abstract

fetched live from OpenAlex

This paper will explore the current legislation in place in Canada regarding sex work, the Protection of Communities and Exploited Persons Act (PCEPA), and how it harms and stigmatizes those engaging in consensual sex work. The PCEPA was established as a response to the decision made in Bedford v. Canada in that the previous provisions governing sex work were unconstitutional. The intention of this Act is to criminalize the payment of sexual services, the procurement of sexual services and third party advertising of sexual services. Its main goal was to reduce the human trafficking that often occurs within the sex work environment. While human trafficking is undeniably an issue in today’s society, the PCEPA fails to acknowledge other perspectives of individuals that it is impacting including those choosing to engage in sex work. Throughout this paper, topics such as the harms the PCEPA has had on sex work, the stigmatization and discourses that exist around sex work, and what decriminalization of sex work would look like will be explored and deconstructed. This paper will argue that a move towards decriminalization of sex work will be beneficial for those engaging in sex work and reduce the harms and stigmatization that many sex workers face and that finding a balance between combating human trafficking and protecting consensual sex workers is essential.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.095
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.001
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.072
GPT teacher head0.307
Teacher spread0.235 · 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.

Study designQualitative
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

Explore more

Same venueCrossings An Undergraduate Arts JournalSame topicSex work and related issuesFrench-language works237,207