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Record W2559154843 · doi:10.7202/1037965ar

Resisting Criminal Organizations: Reconceptualizing the “Political” in International Refugee Law

2016· article· en· W2559154843 on OpenAlexafffundvenue
Amar Khoday

Bibliographic record

VenueMcGill Law Journal · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsUniversity of Manitoba
FundersUniversity of Manitoba
KeywordsOpposition (politics)PoliticsRefugeePersecutionPolitical scienceLawResistance (ecology)Power (physics)State (computer science)SociologyContext (archaeology)Criminology

Abstract

fetched live from OpenAlex

This article examines and reconstructs the term “political” in the 1951 Convention Relating to the Status of Refugees . Individuals may be eligible for refugee status if they can prove that they have a well-founded fear of persecution for, amongst other reasons, their political opinion. At the same time, individuals are excluded from obtaining refugee status where there are serious reasons for considering that they have committed a serious non-political crime. For those resisting persons or entities wielding oppressive power, the meaning of the term “political” in these provisions has particular importance. Where the targets of resistance are criminal organizations, however, courts and tribunals have been, for the most part, reluctant to recognize such resistance as manifesting a political opinion. Given the demonstrated power of criminal organizations, this article contends that opposition to these entities should be viewed as being “political”. Through an examination of the text, context, and purpose of the Refugee Convention , it argues that a broader understanding of the term “political” is reasonable if not compelling. The article examines the conflicting jurisprudence and discourse surrounding “political opinion” and “political crimes”. Despite some strong voices in support of a more traditional state-centric interpretation, others have advanced more robust articulations that account for the dynamic nature and diversity of power transactions between citizens and powerful non-state actors. Finally, the article examines the substantial power of drug cartels and youth gangs in particular Central American states to illustrate that they exercise de facto control in substantial geographic spaces. As such, resistance to such entities should properly be viewed as “political” within the meaning of the Refugee Convention .

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.961
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.034
GPT teacher head0.321
Teacher spread0.287 · 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

Citations4
Published2016
Admission routes3
Has abstractyes

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