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Canadian Defense Industry as a Part of the U.S. Military Industrial Complex

2025· article· en· W4410439587 on OpenAlexaboutno aff
Elena G. Komkova

Bibliographic record

VenueWorld Economy and International Relations · 2025
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicDefense, Military, and Policy Studies
Canadian institutionsnot available
Fundersnot available
KeywordsDefense industryAeronauticsPolitical scienceBusinessEngineering

Abstract

fetched live from OpenAlex

Since the beginning of World War II, Canada and the United States have engaged in intensive defense industrial cooperation that has resulted in the integration of their defense industries. The official term used for explaining this phenomenon is a North American defense industrial base. The driving force behind this integration were the top U.S. defense companies, which opened their numerous branches and subsidiaries in Canada, and took command positions in the Canadian defense industry. The U.S.-Canadian defense industrial relationship has been incrementally institutionalized in several framework agreements. In 1956 and 1963, the United States and Canada entered into the Defense Production Sharing Agreement, and the Defense Development Sharing Agreement. Additionally, in 1993, the United States has designated Canada as part of the U.S. defense industrial base. Canada is unique among U.S. allies in that it is both a leading purchaser of major U.S. weapon systems and a key supplier of subsystems, components, and materials to the U.S. defense industry. Because of the high level of integration between the two economies at the sub-tier level, as well as the flow of goods between parent companies and subsidiaries, there is a much higher level of cross-border trade in parts and components between the U.S. and Canadian defense firms than the official SIPRI defense-trade statistics suggest. This article surveys the peculiarities of the Canadian defense industry, its contribution to the North American defense industrial base, the history of Canada-U.S. defense industrial cooperation, the division of labor in North America in the field of arms production, Canadian industrial capabilities, as well as the volume and dynamics of arms trade between two countries.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.800
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0020.000

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 head0.055
GPT teacher head0.255
Teacher spread0.201 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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