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Record W1789153046 · doi:10.25071/1920-7336.21305

Interception and Asylum: When Migration Control and Human Rights Collide

2003· article· en· W1789153046 on OpenAlexaffvenue
Andrew F. Brouwer, Judith Kumin

Bibliographic record

VenueRefuge Canada s Journal on Refuge · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsCarleton University
Fundersnot available
KeywordsInterceptionRefugeeHuman rightsContext (archaeology)Control (management)Political scienceTortureIrregular migrationCompliance (psychology)LawSociologyGeographyEconomicsPsychologyManagementSocial psychology

Abstract

fetched live from OpenAlex

Preoccupied with sovereign control of access to their territories, states are devoting increasing energy and resources to intercepting and turning back migrants before they arrive at their borders. Interception measures, however, rarely include adequate procedures to distinguish those who need protection from those who do not. As a result, desperate people are left with no option but to resort to ever more dangerous and disruptive methods of migration. This article surveys the main types of interception measures and their effects, and examines the international refugee and human rights law issues raised by these practices. It then reviews recent developments at the level of UNHCR’s Executive Committee with regard to interception and concludes with some suggestions for building compliance with principles of refugee protection in the context of interception measures.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.927
Threshold uncertainty score1.000

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 studies0.0020.000
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 head0.009
GPT teacher head0.262
Teacher spread0.253 · 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.

Study designTheoretical or conceptual
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

Citations43
Published2003
Admission routes2
Has abstractyes

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