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Record W4416280140 · doi:10.7868/s3034604525030082

The Bottlenecks of German-Canadian Dialogue in the Sphere of Security and Defence: Features and Reasons

2025· article· en· W4416280140 on OpenAlexaboutno aff
Philipp Trunov

Bibliographic record

VenueСША &amp Канада экономика – политика – культура / USA &amp Canada Economics – Politics – Culture · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Political and Economic Relations
Canadian institutionsnot available
Fundersnot available
KeywordsFrontierMember statesForeign policyPoliticsDialecticInternational security

Abstract

fetched live from OpenAlex

Germany and Canada are member states of NATO and the G7, but bilateral interstate cooperation in the sphere of security and defence, in terms of volume and quality, can hardly be called advanced. It is particularly remarkable, taking to account the contribution of each country to efforts to Westernize the newly emerging world order. The article explores the bottlenecks of the dialogue in political and military fields, as its determinants. The methods of comparative and dialectical analyses are used. At the end of the 2010s – the first half of the 2020s, there have been at least three “windows of opportunity” for the improving interstate relations. The first was connected with each side's concern about the U.S. foreign policy under Donald Trump (2017–2021). The second “window of opportunity” was caused by the growing involvement of NATO member states in “deterring” Russia and supporting Ukraine. The third was connected with Germany`s interest in strategically establishing a presence in the Arctic. However, none of those potential opportunities were realized. The article reveals the reasons specific to each case and the general determinant, which is the military-strategic peculiarity of Canada compared to European continental NATO member states. The importance of this factor is illustrated through the example of Canadian troops` involvement in the NATO frontier zone in the 1980s and since the mid 2010-s. The article concludes with perspectives of the German-Canadian dialogue.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.743
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
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 head0.010
GPT teacher head0.260
Teacher spread0.251 · 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.

Study designTheoretical or conceptual
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 routes1
Has abstractyes

Explore more

Same venueСША &amp Канада экономика – политика – культура / USA &amp Canada Economics – Politics – CultureSame topicGlobal Political and Economic RelationsFrench-language works237,207