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Record W3124602407 · doi:10.60082/0829-3929.1258

Troubling Trends in Canada’s Immigration System Via the Excluded Family Member Regulation: A Survey of Jurisprudence and Lawyers

2017· article· en· W3124602407 on OpenAlexvenueaboutno aff
Jamie Liew, Prasanna Balasundaram, Jennifer Stone

Bibliographic record

VenueJournal of Law and Social Policy · 2017
Typearticle
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsnot available
Fundersnot available
KeywordsFamily reunificationHarmMisrepresentationImmigrationRefugeeLawFamily memberPolitical scienceImmigration detentionImmigration lawFamily lawJurisprudenceCriminologySociologyHistoryGenealogy

Abstract

fetched live from OpenAlex

When a law purports to combat a problem, many of us take for granted that it is effective in doing so, and that it is not harming people. This article looks at one regulation that, while aiming to protect the integrity of the immigration system, in fact erodes the humanitarian and compassionate objective of reunifying families. Regulation 117(9)(d) of the Immigration and Refugee Protection Regulations imposes a life-time ban on sponsoring a family member if the sponsor, when immigrating to Canada, did not disclose the existence of the family member and therefore have them examined by immigration officials. This article presents four main findings of two surveys: a survey of case law and of lawyers. First, in looking at the reasons for non-disclosure and non-examination, 90% of cases appear to have nothing to do with fraud, but involved tragic and heartbreaking circumstances. Second, in cases where children were involved, the best interests of those children did not lead to greater rates of family reunification. Third, while the courts have pointed to alternative remedies such as humanitarian and compassionate assessments, at best, these only provide relief in half of the cases. Finally, this regulation not only imposes family separation, but it also punishes sponsors who engaged in “misrepresentation” via non-disclosure of a family member, placing a chill on persons seeking alternative remedies to bring their families to Canada. The article concludes that the problem of fraud in family reunification is overblown, and that regulation 117(9)(d) does more harm than good and should be repealed.

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)0.010
metaresearch head score (Gemma)0.034
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.080
Threshold uncertainty score0.583

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.034
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.007
Science and technology studies0.0240.012
Scholarly communication0.0100.002
Open science0.0030.004
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0030.000

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 head0.064
GPT teacher head0.374
Teacher spread0.309 · 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

Citations0
Published2017
Admission routes2
Has abstractyes

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