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Record W2899301934 · doi:10.1080/13691058.2018.1490455

“People like us”: spatialised notions of health, stigma, power and subjectivity among women in street sex work

2018· article· en· W2899301934 on OpenAlexafffundabout
Treena Orchard, Angela Murie, Holli-Lynn Elash, Mary Bunch, Cathy Middleton, Danielle Sadakhom, Tor H. Oiamo, Cecilia Benoit

Bibliographic record

VenueCulture Health & Sexuality · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsUniversity of VictoriaToronto Metropolitan UniversityMcGill UniversityUniversity of WindsorWestern University
FundersCanadian Institutes of Health Research
KeywordsAgency (philosophy)SubjectivitySex workDignitySociologyQualitative researchPublic relationsGender studiesMedicinePolitical scienceSocial science

Abstract

fetched live from OpenAlex

Most spatially-oriented studies about health, safety and service provision among women in street sex work have taken place in large urban cities and document how the socio-legal and moral surveillance of geographical spaces constrain their daily movements and compromise their ability to care for themselves. Designed to contribute new knowledge about the broader socio-cultural and environmental landscape of sex work in smaller urban centres, we conducted qualitative interviews and social mapping activities with thirty-three women working in a medium-sized Canadian city. Our findings demonstrate a socio-spatial convergence regarding service provision, violence, and stigma, which is common in sex trading spaces that double as service landscapes for poor populations. Women in this study employ unique agential strategies to navigate these competing forces, many of which draw upon the multivalent uses of different urban spaces to optimise service access, reduce the propensity for violence, and manage their health with dignity. Their use of the spatialised term 'everywhere' as an idiom of distress regarding issues of power, agency and their desire to take part in wider civic discourse are also explored. These data contribute new insights about spatialised notions of health, stigma, agency, and subjectivity among women in sex work and how they manage 'risky' environments.

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)0.006
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.341
Threshold uncertainty score0.678

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.006
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.002
Science and technology studies0.0200.057
Scholarly communication0.0100.004
Open science0.0010.009
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0020.000

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 head0.021
GPT teacher head0.343
Teacher spread0.322 · 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 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

Citations18
Published2018
Admission routes3
Has abstractyes

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