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Record W3121987176 · doi:10.5206/tgar.v2i1.10246

European Identity and the Challenges of Turkish Accession to the European Union

2021· article· en· W3121987176 on OpenAlexvenueno aff
Sara Duodu

Bibliographic record

VenueThe General Assembly Review · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicTurkey's Politics and Society
Canadian institutionsnot available
Fundersnot available
KeywordsEuropean unionAccessionPolitical scienceTurkishHuman rightsNegotiationEuropean integrationEuropean Union lawInternational tradeLawBusiness

Abstract

fetched live from OpenAlex

In 2005, Turkey entered into negotiations for membership with the European Union. Turkey has been an important strategic ally to the European Union in the Middle East, explaining the mutual desire for closer ties between the two. While these negotiations showed promise early on, it has become increasingly apparent that Turkish accession to the European Union will not come easily, if at all. Officially, the European Union cites Turkey’s shortcomings on issues such as human rights as the reason for the stall in negotiations. However, upon closer inspection, it is evident that there is more at play, particularly as the European Union has been inconsistent in their approach to addressing human rights violations. Member states such as Poland and Hungary, which have recent human rights violations, have not faced the same kind of condemnation that Turkey has from the leaders of the European Union. The reality is that the European Union is largely united by its shared Europeanness and Christianity. As a result, due to questions over Turkey’s Europeanness and its large Muslim majority, the European Union is apprehensive to afford it full membership. It can be said that the European Union has maintained that Turkish accession is still possible in order to continue reaping the strategic benefits from close relations with Turkey.

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)0.011
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: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.941
Threshold uncertainty score0.531

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.071
GPT teacher head0.363
Teacher spread0.293 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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

Citations0
Published2021
Admission routes1
Has abstractyes

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