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Record W1991776767 · doi:10.1080/01924036.2007.9678769

The Life of Trafficked Sex Workers From the Former Eastern Bloc: The Canadian Dimension

2007· article· en· W1991776767 on OpenAlexaffabout
Lynn McDonald, Н. Н. Тимошкина

Bibliographic record

VenueInternational Journal of Comparative and Applied Criminal Justice · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsAgency (philosophy)Human traffickingCentralitySex traffickingCriminologySex workPolitical sciencePunishment (psychology)SociologyPsychologySocial psychologyMedicineSocial science

Abstract

fetched live from OpenAlex

Although Canada has become a preferred destination for human smuggling and trafficking, human trafficking represents a topic that is long on media discussion and short on rigorous academic research. Consequently, little is known about women trafficked to Canada. We carried out interviews with 50 persons, including 20 female sex workers, 15 agency personnel, and 15 key informants to better understand the working lives of Eastern/Central European women trafficked to Canada. This study provides information on the women's transition to Canada, working and living arrangements in Canada, and use of health and social services. In our concluding comments, we emphasize three themes: the complexity of human trafficking and centrality of human agency; the need to offer concrete help rather than punishment; and the futility of ‘reverse trafficking.’

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 score0.058
Threshold uncertainty score0.991

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 studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.046
GPT teacher head0.345
Teacher spread0.299 · 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

Citations8
Published2007
Admission routes2
Has abstractyes

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