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Record W1795412819 · doi:10.30950/jcer.v9i3.509

Practising EU Security Governance in the Transatlantic Context: A Fragmentation of Power or Networked Hegemony?

2012· article· en· W1795412819 on OpenAlexaff
Benjamin Zyla, Arnold Kammel

Bibliographic record

VenueJournal of Contemporary European Research · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean Union Policy and Governance
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsHegemonyCorporate governanceTreatyContext (archaeology)European unionMulti-level governanceGlobal governancePolitical scienceNetwork governanceHierarchyPolitical economyPoliticsEconomic systemPublic administrationInternational tradeSociologyLawBusinessEconomicsGeography

Abstract

fetched live from OpenAlex

Security governance is commonly understood as an answer to the new and constantly changing security environment after the Cold War. In the context of the European Union (EU), the governance approach is believed to understand better the evolving institutional characters, networks, and processes of the EU’s actions in global politics. By employing a neo-Gramscian framework we challenge the 'orthodox view' in the EU governance literature that networks are flexible and hierarchy-immune responses to increasingly global policy challenges. We argue that networks in and of themselves reproduce existing power structures, and discuss the presence and replication of hegemony through these networks by examining the EU’s governance system post the Lisbon Treaty.

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)0.016
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.526
Threshold uncertainty score0.552

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0160.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.157
GPT teacher head0.428
Teacher spread0.272 · 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
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

Citations3
Published2012
Admission routes1
Has abstractyes

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