MétaCan
Menu
← Back to cohort
Record W7161948674 · doi:10.82308/1789

The use and misuse of immigration and refugee law for national security risks and punitive ends by Canada and the Netherlands

2022· dissertation· en· W7161948674 on OpenAlexaboutno aff
Didem Doğar

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsPunitive damagesRefugeeImmigrationImmigration lawImpunityImmigration detentionHuman rightsDeportation

Abstract

fetched live from OpenAlex

States increasingly adopt policies constraining access for refugees to their territory due to the fear of possible foreign criminals in mixed migration movements. Some of these policies derive from international instruments and domestic laws regulating asylum-seeking. This study examines the use of immigration and refugee law for unrelated purposes, including national security and punitive ends, in the Netherlands and Canada and determines their effects on refugees from the Global South. The use of immigration measures for punitive ends is particularly encouraged to eradicate impunity against serious international crimes. By contrast, this thesis argues that identifying perpetrators of serious international crimes through law relating to asylum and immigration violates the fundamental rights of refugee claimants. This trend normalizes the use of asylum procedures, designed to save the lives of individuals fleeing dangers, for purposes unrelated to asylum-seeking in defiance of fundamental rights. This study establishes that the Netherlands used refugee law for punitive ends even if the use of refugee claimants’ testimony in subsequent criminal proceedings violates their right to a fair trial. In contrast, Canada uses the asylum process in violation of procedural rights in an administrative proceeding called security certificate, which can remove a non-citizen from Canada to the country where there is a likelihood of ill-treatment or the death penalty for the accused foreigner. Arguing that asylum testimonies and statements are not voluntarily made as a refugee claimant does not choose to participate in the security certificate system, this thesis demonstrates that Canadian courts are reluctant to perceive the danger of abusing asylum procedures for the sake of national security.Integrating refugees’ voices through that of their lawyers, this research also documents the unfair consequences of these instruments’ use on refugees and their families in Canada, including administrative limbo and deportation. The protracted limbo situation is particularly overlooked in the decision-making procedure. Building on the work of Hannah Arendt, the last part argues that migrants in limbo, waiting for their cases to be determined for long years at the Ministry level, are suffering a form of violence: the ‘violence of bureaucratization’. This form of violence, including living with administrative uncertainty with heavy consequences and detention with no trial rights, remains invisible to the current human rights discourse due to the underestimated consequences of the limbo situation. Drawing from the critical Third World scholarship and the work of Michael Walzer, this thesis concludes by discussing how the disenfranchisement of a group of non-citizens – those considered to be criminals or national security risks in their host country and live in indefinite limbo – has created a modern caste system in the Global North

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)0.002
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.099
Threshold uncertainty score0.715

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0080.004
Scholarly communication0.0080.001
Open science0.0010.003
Research integrity0.0010.001
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 head0.025
GPT teacher head0.322
Teacher spread0.297 · 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 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
Published2022
Admission routes1
Has abstractyes

Explore more

Same topicMigration, Refugees, and Integration→French-language works237,207→