MétaCan
Menu
Back to cohort

Global Order, US Hegemony and Military Integration: The Canadian-American Defense Relationship

2008· article· en· W2019260116 on OpenAlexaffabout
Bruno Charbonneau, Wayne S. Cox

Bibliographic record

VenueInternational Political Sociology · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical and Social Dynamics in Chile and Latin America
Canadian institutionsQueen's UniversityLaurentian University
Fundersnot available
KeywordsHegemonySociologyOrder (exchange)International relationsPoliticsQueen (butterfly)LawMedia studiesPolitical science

Abstract

fetched live from OpenAlex

This article argues that the contemporary IR literature on global order and American hegemony has limitations. First, the critical discourse on hegemony fails to adequately examine the deeply embedded nature of regularized practices that are often a key component of the acceptance of certain state and social behaviours as natural. Second, much of the (neo)Gramscian literature has given primacy to the economic aspects of hegemonic order at the expense of examining global military/security relations. Lastly, much of the literature on global order and hegemony has failed to fully immerse itself within a detailed research program. This article presents an historical sociology of Canada-US defense relations so as to argue that the integrated nature of this relationship is key to understanding Canada's role in American hegemony, and how authoritative narratives and practices of “military integration” become instrumental and persuasive in establishing a “commonsensical” worldview. The effects of such integration are especially clear in times of perceived international crisis. Our historical analysis covers Canada's role during the Cuban missile crisis, Operation Apollo after 9/11, and the current war in Afghanistan.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.866
Threshold uncertainty score0.974

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.007
Science and technology studies0.0280.013
Scholarly communication0.0090.003
Open science0.0010.004
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0090.000

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 head0.031
GPT teacher head0.340
Teacher spread0.308 · 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 designQualitative
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

Citations16
Published2008
Admission routes2
Has abstractyes

Explore more

Same venueInternational Political SociologySame topicPolitical and Social Dynamics in Chile and Latin AmericaFrench-language works237,207