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Record W323646108 · doi:10.4471/generos.2014.32

(Il)legal Subjects? Contested Identities of Canadian Indoor Sex Workers

2014· article· en· W323646108 on OpenAlexaffabout
Menaka Raguparan

Bibliographic record

VenueMultidisciplinary Journal of Gender Studies · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsCarleton University
Fundersnot available
KeywordsPolitical scienceBusinessPsychologyGeography

Abstract

fetched live from OpenAlex

Women’s participation in the sex trade industry has always been a subject of contention, with conflicting representations. In this paper, I present the finding of in-depth, face-to-face interviews with ten independent in-call and/or out-call sex workers in Canada. Through these interviews, I seek to understand the distinctive names and meanings attributed to the identities of sex workers. Driving on divergent analytical concepts such as legal consciousness, respectability, self-creation and the intersection between gender, race, class and sexuality I chart participants’ perceptions and interpretations of the classifications inscribed to them by legal, political, and the civil society. Moving beyond existing languages and discourses that are particularly used to define, name and characterize women’s involvement in the sex industry, in this paper I highlight the fluidity and complexities of personal, social and political identities of the ten sex workers. Key Words: Sex Work, Women, Law, Gender inequality, Resistance

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)0.002
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 score0.350
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
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 head0.061
GPT teacher head0.341
Teacher spread0.279 · 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

Citations0
Published2014
Admission routes2
Has abstractyes

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