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Record W4413776702 · doi:10.1080/08865655.2025.2504873

Evolving Border Fortification Policies in Türkiye as a “Walled Country”: A Comprehensive Analysis

2025· article· en· W4413776702 on OpenAlexvenueno aff
Nihan Kocaman Mert, Hakan Ünay

Bibliographic record

VenueJournal of Borderlands Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCross-Border Cooperation and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsFortificationPolitical scienceRegional scienceBusinessInternational tradeDevelopment economicsEconomic growthEconomicsGeography

Abstract

fetched live from OpenAlex

The concept of a “borderless world,” promoted by globalization, is increasingly challenged by the construction of border walls since the early twenty-first century. Türkiye, situated at the crossroads of Europe and the Middle East, serves as a unique example of a country surrounded by walls both built by itself and against it. This study examines Türkiye’s evolving border fortification policies, focusing on its borders with Syria, Iran, Greece, and Bulgaria. By comparing historical developments and current fortification efforts, the research investigates how security concerns, migration, and terrorism have influenced these policies. Using Securitization Theory and Critical Border Studies, the study provides insights into the role of border fortifications as tools of national sovereignty, regional stability, and geopolitical power in the context of Türkiye’s security strategy.

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.274
Threshold uncertainty score0.971

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
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 head0.032
GPT teacher head0.436
Teacher spread0.404 · 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 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

Citations1
Published2025
Admission routes1
Has abstractyes

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