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New opportunities in common security and defence policy: Joining PESCO

2021· article· en· W3137590095 on OpenAlexaffabout
Christian Leuprecht, Rhianna Hamilton

Bibliographic record

VenueAustralian and New Zealand Journal of European Studies · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean Union Policy and Governance
Canadian institutionsQueen's UniversityRoyal Military College of Canada
Fundersnot available
KeywordsPolitical scienceTransatlantic relationsEuropean unionAutarkyPolitical economyInternational tradeLawSociologyEconomicsForeign policyPolitics

Abstract

fetched live from OpenAlex

Responding to concerns about burden-sharing and aiming to improve internal defence cooperation, act more quickly and harness resource synergies, the European Union (EU) initiated the Permanent Structured Cooperation (PESCO) in 2017. PESCO, however, is controversial. On the one hand, the United States (US) wants greater burden-sharing by European allies whilst concerned about greater European military autarky that would undermine US influence over NATO, Europe/EU and EU member states. Onthe other hand, at least one European NATO ally wants to leverage PESCO precisely as an instrument to shore up European “strategic autonomy”. This tension over competing European defence futures leaves participation by third countries in limbo. Arguably, third-country participation would hinder greater European defence autarky. The article makes the case for the mutual benefits of third-country participation, focusing on Canada. Canada has a major stake in the outcome. NATO is Canada’s most important multilateral institution and Europe is Canada’s second-most important strategic partner, after the US. Canada’s unequivocal strategic interests in Europe have long informed its expeditionary priorities -- from the two world wars, when Canada coming to Europe’s defence long before the USproved existential for both parties, to nowadays. Since the 1970s, Canada and Europe have worked consistently together bilaterally beyond NATO to advance regional stability and mutual security interests. Canada’s and Europe’s defence futures are thus interdependent. Excluding third countries from participating in PESCO would have detrimental consequences for Canadian, European and transatlantic defence interests. In contrast, with third country participation, PESCO will be instrumental to effective transatlantic and transeuropean defence integration.

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)0.000
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.349
Threshold uncertainty score0.415

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.156
GPT teacher head0.369
Teacher spread0.212 · 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

Citations9
Published2021
Admission routes2
Has abstractyes

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