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Record W4220767885 · doi:10.1080/08865655.2022.2048680

The Ceuta Border Peripeteia: Tasting the Externalities of EU Border Externalization

2022· article· en· W4220767885 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Borderlands Studies · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCross-Border Cooperation and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsExternalizationGeopoliticsExternalityContext (archaeology)SovereigntyPoliticsPolitical scienceLeverage (statistics)International tradePolitical economyBailoutEconomyEconomicsLawGeographyFinancial crisis

Abstract

fetched live from OpenAlex

On May 18th 2021 more than 8000 people irregularly crossed the EU external border between Morocco and Ceuta. Morocco was accused of not acting diligently enough to prevent this unprecedented influx. Interestingly, this occurred in a geopolitical context of rising tensions within Spanish-Moroccan diplomatic relations-triggered by Trump administration’s recognition of Moroccan sovereignty over the Spanish former colony of Western Sahara in 2020. Things reached a peak of complexity when Brahim Ghali, the secretary-general of the Saharawi Polisario Front, travelled to Spain in order to receive treatment for COVID-19 in April 2021. In this light, this contribution argues that, what happened in Ceuta in May 2021 constitutes a handbook example how to manufacture a border/migration “crisis” for foreign policy purposes. The text interrogates the limits and costs of increasing foreign reliance vis-à-vis EU migration and border management policies. And in so doing, it points at two mutually reinforcing consequences of outsourcing strategies, here referred to as the “externalities of externalization”. On the one hand, the growing diplomatic leverage at the disposal of neighboring gatekeeper-countries like Morocco or Turkey; and, on the other hand, the EU-wide electoral growth of far-right, anti-immigration political discourses advocating for even more strictly securitized border practices.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.696
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.000
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 head0.038
GPT teacher head0.406
Teacher spread0.368 · 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