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Record W3197737768 · doi:10.1177/09670106211027464

Threats, deportability and aid: The politics of refugee rentier states and regional stability

2021· article· en· W3197737768 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueSecurity Dialogue · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsRefugeeSomaliPolitical scienceInternally displaced personDevelopment economicsLeverage (statistics)NegotiationDiplomacyPalestinian refugeesPoliticsEconomic growthPolitical economyLawSociologyEconomics

Abstract

fetched live from OpenAlex

Abstract In 2012, 2016 and 2018–2019, Pakistan threatened to expel Afghan refugees and in 2015, 2016 and 2019, Kenya threatened to demolish the Dadaab camp and expel Somali refugees. Following the threats, the governments extracted more than $300 million aid, combined. Why did these states succeed in extracting aid despite their relatively weak status and not bordering the target of their blackmail? This article first situates refugee expulsion within the literature on refugee policies, migration diplomacy and refugee rentier states. Second, in two cases – Somalis in Kenya and Afghans in Pakistan – I show how states used the threat of expulsion to construct and leverage the deportability of their refugee communities as a foreign policy tool. States used the legal uncertainty around deportability to channel threats and violence toward refugees, but the primary audience of the threats were not refugees, but the international community. Officials in Kenya and Pakistan used threats paired with six-month or one-year delays as negotiation tactics to extract aid. Surprisingly, states that were generous hosts to refugees become strategically important because of their role in providing regional stability, which turned otherwise weak states into important allies that could threaten expulsion and extract aid from superpowers.

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.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.310
Threshold uncertainty score0.883

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.025
GPT teacher head0.293
Teacher spread0.268 · 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