MétaCan
Menu
Back to cohort
Record W2963385010

White Slavery Reconfigured: The "Natasha Trade" and Sexualized Nationalism in Canada

2017· dissertation· en· W2963385010 on OpenAlex
Elya M. Durisin

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueYorkSpace (York University) · 2017
Typedissertation
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsGender studiesFemininityNationalismWhite (mutation)NarrativeHuman sexualityPolitical scienceMasculinitySex traffickingSociologyPoliticsCriminologyLawArtLiterature
DOInot available

Abstract

fetched live from OpenAlex

White Slavery Reconfigured: The Natasha Trade and Sexualized Nationalism in Canada examines the role the post-socialist migrant exotic dancer has occupied in debates on human trafficking policies in Canada and seeks to centre race, ethnicity, and nation within discourses on sex trafficking. The international Natasha discourse relays a narrative of impoverished and innocent Central or Eastern European women trafficked into the sex trade by organized criminals. This narrative found expression in policy debates surrounding human trafficking and the temporary work permit for foreign workers during the years 2004 2007. This study finds that the post-socialist female subject appeared as a contemporary reconfiguration of the historical white slave. Fears about victimized white femininity and foreign threats present in government discourse gesture to the importance of white female bodies to the stability of national boundaries. Concern over the violation of white femininity speaks to a desire to protect the whiteness of the nation that is visible in both historical and contemporary discourses. This dissertation engages with two geo-temporal categories, the West and the post-socialist, and illustrates how the post-socialist was invented as a peripheral, tradition-bound geo-temporal space that permitted parliamentarians to position Canada as a progressive leader in the struggle against modern day slavery. Expressions of sexuality and nationalism in government discourse constituted a form of Canadian sexualized nationalism where notions of civilizational superiority became linked to a gender egalitarian enlightened masculinity and where buying sex became coded as un-Canadian in its disregard for women. This project is situated within the transnational feminist paradigm, but intervenes into transnational scholarship by employing Madina Tlostanovas decolonial framework centred on Eurasia as a method to re-consider established frames of thinking within transnational feminist thought. Analyzing how the post-socialist is configured in narratives of human trafficking shows the role the post-socialist continues to play in producing categories of us and them that are entwined with modern, emancipatory rhetoric of victims and saviours. The presence of nationalism and imperialism within discourses on sex trafficking points to linkages between the contemporary anti-trafficking infrastructure and the rise of novel articulations of nationalism and xenophobia in Europe and North America.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.212
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.011
GPT teacher head0.206
Teacher spread0.194 · 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