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Record W4315797854 · doi:10.1080/08865655.2022.2164043

The Balkans as “Double Transit Space”: Boundary Demarcations and Boundary Transgressions Between Local Inhabitants and “Transit Migrants” in the Shadow of the EU Border Regime

2023· article· en· W4315797854 on OpenAlexvenueno aff
Carolin Leutloff-Grandits

Bibliographic record

VenueJournal of Borderlands Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsnot available
FundersDeutscher Akademischer Austauschdienst
KeywordsAccessionContext (archaeology)Shadow (psychology)Economic geographyPopulationTransit (satellite)Political scienceBoundary (topology)GeographyDevelopment economicsEconomySociologyEuropean unionEconomicsInternational tradePublic transportDemographyLaw

Abstract

fetched live from OpenAlex

To introduce the special section, this article presents an analysis of the dynamics of border closures and openings in the countries of the “Western Balkans.” It examines the interconnections between the situation of so-called “transit migrants” on their way through these countries to the EU and the particular position of these countries in the protracted EU accession process, which also affects the situation of the local population. Highlighting the dual nature of – often simultaneous – border closures and border openings, the article first describes the changing mobility options for residents of various Balkan countries in the context of uneven EU accession processes, before outlining the relationship between EU migration management in the “Western Balkans” and the movements of “transit migrants” through and within the Balkans. The aim of the article is to raise awareness of the interconnectedness of the two perspectives on mobility and the different border and demarcation processes unfolding within the EU border and migration regime, which have spatial as well as temporal and social dimensions. These processes lead to various distinctions, but also to connections between migrants from the Global South and the local population in the various Balkan countries, which are further elaborated in the contributions to this special section.

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)0.002
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.521
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
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 head0.029
GPT teacher head0.352
Teacher spread0.323 · 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 designQualitative
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

Citations6
Published2023
Admission routes1
Has abstractyes

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