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Record W3135010822 · doi:10.3390/socsci10030086

Labouring in the Sex Industry: A Conversation with Sex Workers on Consent and Exploitation

2021· article· en· W3135010822 on OpenAlexaffabout
Francine Tremblay

Bibliographic record

VenueSocial Sciences · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsConcordia University
Fundersnot available
KeywordsConversationSymbol (formal)Sex workSex workersWork (physics)Service (business)Emotional laborExploratory researchSociologyPsychologySocial psychologyGender studiesBusinessCommunicationSocial scienceEngineeringMarketingMedicinePhilosophyDemographyLinguistics

Abstract

fetched live from OpenAlex

Sex work in all its forms is an occupation that belongs to the service industry, and like any other work, sexual labour is open to exploitation. However, the reason why sex work is seen to be different from other forms of labour is that it betrays the socially accepted rules of love and intimacy and is exercised within a criminalised environment. As a cultural symbol, sex work remains steadfastly linked to aberration and dangerousness. This article juxtaposes the legal and lay definitions of consent and exploitation based on conversations with fourteen Canadian sex workers. The objective of this exploratory article is to delve within two ill-defined and highly contested notions related to the sex industry—consent and exploitation.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.150
Threshold uncertainty score0.800

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
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 head0.060
GPT teacher head0.347
Teacher spread0.287 · 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 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

Citations5
Published2021
Admission routes2
Has abstractyes

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