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Record W4401178388 · doi:10.1163/15718166-12340175

Taking Stock of the EU-Turkey Statement in 2024

2024· article· en· W4401178388 on OpenAlexaff
Gamze Ovacık, Meltem Ineli-Ciger, Orçun Ulusoy

Bibliographic record

VenueEuropean Journal of Migration and Law · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean Politics and Security
Canadian institutionsMcGill University
Fundersnot available
KeywordsStatement (logic)Political scienceHuman rightsLawStock (firearms)Geography

Abstract

fetched live from OpenAlex

Abstract The EU-Turkey Statement of March 2016 aimed to end irregular migration from Turkey to the European Union (EU). Since 2016, the relationship between Turkey and the EU has undergone significant changes. While the EU fulfilled only two of its promises under the Statement, Turkey suspended the implementation of the return component of the Statement in 2020 and stopped readmitting third-country nationals from Greece. Meanwhile, recent judgments delivered by the European Court of Human Rights, such as Akkad v. Turkey and G.B. and others v. Turkey, have shed new light on conditions facing refugees, asylum seekers, and migrants in Turkey. This article aims to analyse the implementation of the EU-Turkey Statement as of 2024 by examining to what extent Turkey and the European Union, as well as its Member States, have fulfilled their pledges and acted in line with the course of action agreed under the Statement. It also aims to investigate to what extent Turkey’s assumed status as a safe third country has changed over the years. Given that the number of irregular passages towards the EU through Turkey has decreased considerably and that the return component of the Statement is not currently implemented, we argue that the assessment of whether Turkey is safe should be made with reference to refugees, asylum seekers, and migrants contained in Turkey as a result of the EU-Turkey Statement arrangements not just those returned under the EU-Turkey Statement.

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)0.007
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0040.002
Open science0.0010.003
Research integrity0.0050.004
Insufficient payload (model declined to judge)0.0030.001

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 head0.035
GPT teacher head0.312
Teacher spread0.277 · 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 designObservational
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

Citations7
Published2024
Admission routes1
Has abstractyes

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