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Record W2974298656 · doi:10.1080/01436597.2019.1660633

Producing the ‘transit’ migration state: international security intervention in Niger

2019· article· en· W2974298656 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

VenueThird World Quarterly · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsPoliticsTransit (satellite)State (computer science)Corporate governanceIntervention (counseling)Political sciencePolitical economyIrregular migrationWork (physics)SociologyEconomic geographyBusinessEconomicsPublic transportLawEngineering

Abstract

fetched live from OpenAlex

Despite a growing interest in transit migration and border controls along migration routes, there is relatively little work on the production and operation of the category of ‘transit’ itself. This article investigates how Niger emerges as a country of migration ‘transit’ and what impacts this categorisation has had on security and development interventions targeting the country. Building from the literature on the governance of transit migration and on the ‘migration state’, this article theorises transit as a political label. It argues that Niger’s status as a transit country is constructed through a ‘polyvocal’ process involving the discourse and everyday assumptions of international and local actors. The article locates this shared understanding in official texts, everyday routines, and sub-state diplomatic practices. It goes on to argue that these framings, despite divergent rationales, have effects visible in the evolution of security intervention in Niger. These include shifts in the location of border security, the blurring of migration into other transnational threats, and the creation of new domestic institutional practices. The article contributes to theorising the political construction and specificity of transit-ness and provides a fresh case for the research agenda on inter-state relations around migration governance.

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)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.743
Threshold uncertainty score0.998

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 studies0.0000.000
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 head0.007
GPT teacher head0.274
Teacher spread0.267 · 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