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EU-Canada Strategic Partnership: Ups and downs

2021· article· en· W3136749820 on OpenAlexaffabout
Amy Verdun

Bibliographic record

VenueAustralian and New Zealand Journal of European Studies · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsGeneral partnershipStrategic partnershipGeopoliticsPolitical scienceInternational tradeDimension (graph theory)Public administrationEconomyBusinessEconomicsLawPolitics

Abstract

fetched live from OpenAlex

Signed in 1976, the EU-Canada relationship was the first bilateral agreement that the EU signed with an industrialised third country. Modest strengthening of the ties was achieved with the 2004 EU-Canada Partnership Agenda. A fully-fledged free trade agreement was in the works at this time, but suspended in 2006. The EU-Canada strategic partnership agreement (SPA) and the Comprehensive Economic Trade Agreement (CETA) did not materialise until more than a decade later, in 2016. This paper focuses in particular on the strategic partnership dimension. It explores why an SPA was possible in 2016, but not before. To answer this question, the paper looks at four time periods. In so doing it explores the origins of the EU-Canada agreement, how the EU-Canada relationship changed over time, and examines how a more profound strategic partnership came about when it did. In its analysis it considers institutional, domestic and geopolitical factors. It briefly speculates about the possible future of this partnership.

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)0.008
metaresearch head score (Gemma)0.015
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: none
Teacher disagreement score0.115
Threshold uncertainty score0.629

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.004
Science and technology studies0.0190.010
Scholarly communication0.0220.007
Open science0.0010.010
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0090.001

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 head0.119
GPT teacher head0.333
Teacher spread0.214 · 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

Citations2
Published2021
Admission routes2
Has abstractyes

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