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Record W2008571066 · doi:10.1080/11926422.2014.977312

Mutual constitution or convenient national interest? The security strategies of Canada and the United States since 1991

2014· article· en· W2008571066 on OpenAlexaffabout
Tom Keating, Robert W. Murray

Bibliographic record

VenueCanadian Foreign Policy Journal · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicMilitary and Defense Studies
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMultinational corporationConstitutionPolitical scienceCold warNational securityPolitical economyInternational tradeLawPoliticsSociologyEconomics

Abstract

fetched live from OpenAlex

The end of the Cold War marked the beginning of one of the most intensive periods of overseas operations for the Canadian forces, encompassing two decades of near continuous deployments in zones of conflict. The War in Iraq stands as an aberration amid a number of multinational operations in which Canadian forces have operated alongside their American counterparts since the end of the Cold War. In all other instances from Somalia to Libya and the many stops in between both Canadian and American forces have been actively engaged in the same multilateral operations and have seemingly taken a very similar response. In this paper we take a closer look at the factors that have led the American and Canadian governments to dispatch their forces to these conflicts and humanitarian crises. To do so, we examine the influence of international institutions and collective security agreements that bind Canada and the US together, such as the UN and NATO, as well as domestic debates on the relative merits of values and interests in accounting for these deployments. Our ultimate goal is to assess whether the respective commitments of the Canadian and American governments reflect a common approach to contemporary security issues and the consequences of their respective strategies for the future defence relations of the two nations.

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)0.006
metaresearch head score (Gemma)0.009
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 score0.104
Threshold uncertainty score0.754

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0260.040
Scholarly communication0.0150.006
Open science0.0010.005
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0050.000

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 head0.025
GPT teacher head0.280
Teacher spread0.254 · 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

Citations8
Published2014
Admission routes2
Has abstractyes

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Same venueCanadian Foreign Policy JournalSame topicMilitary and Defense StudiesFrench-language works237,207