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Record W3100658443

The "Threat" of Marriage Fraud: A Story of Precarity, Exclusion, and Belonging

2020· article· en· W3100658443 on OpenAlexaboutno aff
Sarah Pringle

Bibliographic record

VenueeYLS (Yale Law School) · 2020
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicLand Rights and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsPrecarityCriminologySocial exclusionSociologyPolitical scienceGender studiesLaw
DOInot available

Abstract

fetched live from OpenAlex

Migrants can obtain permanent residency in Canada under the family-reunification category set out in s. 12(1) of the Immigration and Refugee Protection Act (IRPA). Canadian citizens or permanent residents may apply to sponsor their non-citizen spouse, common law or conjugal partner, or other relatives to move to Canada pursuant to s. 117(1)(a) of the Immigration and Refugee Protection Regulations (IRPR). The bad-faith clause under s. 4(1) of the IRPR requires spousal-sponsorship applicants to prove to visa officers that, on a balance of probabilities, their relationship is “genuine” and not “entered into primarily for the purpose of acquiring any status or privilege under the [IRPA]”. The bad-faith clause is meant to prevent so-called marriage fraud: the idea that migrants, hoping to take advantage of the family-reunification regime, trick vulnerable Canadians into marriage and then subsequently abandon them once they have obtained citizenship status. Drawing on the work of feminist, anti-racist, and anti-colonial scholars, this paper argues that the construction of marriage fraud as a threat to national security rationalizes an increasingly exclusionary spousal-sponsorship regime post 9/11. Focusing on this “threat” detracts from the insidious naturalization of the neo-liberal, hetero-patriarchal, and white settler–colonial values that animate the exclusionary nature of family class migration—values that pre-date the recent moral panic over marriage fraud. This paper concludes by sounding a cautionary bell: Canadians must be wary of the ongoing reproduction and sedimentation of exclusionary values that give meaning to legal constructions of family because they reinforce and perpetuate experiences of precarity among migrants who live on the underside of global capitalism.

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.658
Threshold uncertainty score0.316

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.013
GPT teacher head0.209
Teacher spread0.196 · 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 designNot applicable
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
Published2020
Admission routes1
Has abstractyes

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