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Record W3121297082

Visible and Invisible Bordering Practices: The EU-African Migration Conundrum and Spatial Mobility of Borders

2016· article· en· W3121297082 on OpenAlexaff
Christopher Changwe Nshimbi, Inocent Moyo

Bibliographic record

VenueSSRN Electronic Journal · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsInstitute on Governance
Fundersnot available
KeywordsContext (archaeology)European unionPolitical scienceImmigrationRefugeeResizingForced migrationMobilitiesInclusion (mineral)Political economyDevelopment economicsEconomyGeographyEconomic geographySociologyInternational tradeEconomicsGender studiesLaw
DOInot available

Abstract

fetched live from OpenAlex

Despite enacting numerous legislations, policies and practices accommodating third country nationals, Europe continues to erect a fortress against foreigners. The recent migration crisis on the shores of the Mediterranean seem to validate this view. As Europe searches for optimal solutions to the migration crisis, recent media and humanitarian organisation reports of surging African and Middle Eastern refugees and migrants bring into sharp focus and test these immigration measures. For this cause, the purpose of this paper is to interrogate European Union (EU)-Africa relationships on international migration issues.Located in the evolving field of border studies, the paper employs the concepts of displacement and humanitarianism in an effort to frame the EU-Africa relations on migration in the context of borders, boundaries and frontiers. A thorough review and critical analysis of relevant legislations, literature and media reports on the Africa-Europe migration interface is also conducted.The militarisation, securitisation, restrictive and, sometimes, draconian immigration regimes do not provide sustainable solutions to the migration crisis facing Europe. A rethinking around the integration and inclusion of immigrants into Europe's socioeconomic fabric, and addressing fundamental and structural weaknesses in EU-Africa relationships and respective economies is essential.Theoretically, the paper attempts to understand better, the way the EU and Africa engage each other on international migration issues, in the context of border studies. Empirically, the paper positions itself in policy engagements and the quest for practical solutions by the two continents in view of the migration crisis currently facing Europe.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.007
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0040.017
Scholarly communication0.0070.010
Open science0.0010.006
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.012
GPT teacher head0.300
Teacher spread0.288 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations1
Published2016
Admission routes1
Has abstractyes

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