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Record W7046509058

A Departmental Dilemma: The Genesis of Canadian Military Export Policy, 1945-1960

2023· article· en· W7046509058 on OpenAlexaboutno aff

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2023
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsBureaucracyGeopoliticsGovernment (linguistics)PoliticsWork (physics)Foreign policyFutures studies
DOInot available

Abstract

fetched live from OpenAlex

Recent sales of Canadian military equipment to Saudi Arabia have highlighted a contradiction between Canadian policy on paper and in practice. This dissertation seeks to explain these contradictions by exploring the evolution of Canadian conventional military export policy in the key years between 1946 and 1960. It loosely divides this 15-year span into three periods, which correspond to the genesis of Canadian military export policy (1946-1949), its expansion and formalization (1950-1955), and its first existential challenge (1956-1960). With a particular focus on the Department of External Affairs, this work explores the political considerations and bureaucratic debates which shaped government decision-making during these periods.\nAfter the Second World War, Canadian policymakers struggled to reconcile the commercial and strategic benefits of selling arms with the political risks in both the domestic and international environments. Through a series of reactive and somewhat contradictory precedents, they engineered a bureaucratic system of export controls to evaluate potential military exports, as well as a series of rudimentary restrictions to guide their implementation. By 1950, the Canadian government had accepted that military exports were economically and strategically necessary, and become an opportunistic exporter of military equipment to the non-communist world. This consensus would be challenged in 1956 due to geopolitical instability and domestic scandal but would prove too entrenched for significant modification.\nThe military export policies adopted during these years were flexible, pragmatic, and reactive; they incentivized risk-aversion and commercial competitiveness, but not internal consistency. Policymakers emphasized a rotating series of idealistic restrictions in official reviews and public statements, yet the defining internal principle was discretionary flexibility. In other words, preserving the ability of Canadian officials to evaluate exports on a case-by-case basis, not consistently enforcing export restrictions based on specific criteria. Flexibility was important because of the key external objective: mirroring American military export policy specifically and other allied policies generally. This alignment maintained western solidarity and multilateral agreements regarding military exports, used collective action to diffuse the reputational risks of arms dealing, maintained privileged Canadian access to the American military industrial complex, and allowed Canadian military producers to compete equally in the global market.\nPolicymakers often found themselves trapped between the idealistic multilateralism which ostensibly guided Canadian foreign policy, and the pragmatic considerations incentivizing Canadian arms sales. Obscuring this contradiction required the government to resort to a sort of categorical ambiguity in which key binaries such as military/civilian, offensive/defensive, enemy/ally, and peace/conflict were redefined as convenient. The resulting policy/praxis gap can be construed as hypocrisy and remains a foundational component of Canadian military export policy today.

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)0.005
metaresearch head score (Gemma)0.012
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 score0.344
Threshold uncertainty score0.761

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.012
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0370.027
Scholarly communication0.0110.003
Open science0.0020.003
Research integrity0.0040.006
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 head0.016
GPT teacher head0.229
Teacher spread0.213 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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