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Record W4415674823 · doi:10.1080/24694452.2025.2569511

Aspirational Iconography: The European Union Flag as an Extraterritorial Political Symbol

2025· article· en· W4415674823 on OpenAlexafffund
Juliet Johnson, Benjamin Forest

Bibliographic record

VenueAnnals of the American Association of Geographers · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicNational Identity and Symbolism
Canadian institutionsMcGill University
FundersErasmus+Social Sciences and Humanities Research Council of CanadaEuropean Commission
KeywordsEuropean unionPoliticsFlag (linear algebra)Symbol (formal)Context (archaeology)

Abstract

fetched live from OpenAlex

How and why did the European Union (EU) flag, once a banal marker of European integration and institutions in its member states, become such a politically charged symbol outside of the EU? We demonstrate how officials and publics can use such extraterritorial flags to signal aspiration toward, solidarity with, or rejection of the policies, values, and identities that the flags represent, and how this contrasts with banal extraterritorial use. Employing a systematic qualitative media analysis, we trace how the EU flag’s prominence in the 2004–2007 EU enlargements transformed it from a banal to an emotionally charged symbol of European identity, laying the groundwork for its aspirational extraterritorial use by governments, parties, and protestors in Georgia, Moldova, and Ukraine. We argue that flying the EU flag together with national flags represented an affective assertion of national identity in these countries, with the EU flag transformed into a complementary rather than competing symbolic resource for nation-building. Officials and publics in Georgia, Moldova, and Ukraine used the EU flag to define distinct national identities, to assert common European identities, and as a tool in domestic political conflicts. Most important, the flag became a potent anti-Russian geopolitical symbol as Russia became increasingly authoritarian and aggressive. By flying the EU flag alongside their national ones, Georgians, Moldovans, and Ukrainians not only declared themselves to be fully European but also insisted that their “peripheral” societies would actively contest and construct European boundaries.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0060.010
Scholarly communication0.0070.005
Open science0.0000.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.021
GPT teacher head0.348
Teacher spread0.327 · 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 designNot applicable
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

Citations0
Published2025
Admission routes2
Has abstractyes

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Same venueAnnals of the American Association of GeographersSame topicNational Identity and SymbolismFrench-language works237,207