Preaching Peace, Selling Arms: The Evolution of Canadian Military Export Policy, 1946-49
Bibliographic record
Abstract
Recent sales of Canadian military equipment to Saudi Arabia have highlighted a contradiction between Canadian military export policy on paper and in practice. This contradiction is rooted in a series of policy decision made between 1946 and 1949, just after the Second World War. During this period Canadian policymakers accepted that military exports were economically and strategically necessary, and become an opportunistic exporter of military equipment to the non-communist world. The military export policies adopted during these years were flexible, pragmatic, and reactive; they incentivised risk-aversion and commercial competitiveness, but not internally consistency. Consequently, the defining principle of Canadian military export policy became flexibility—of preserving the discretion of Canadian officials to evaluate exports on a case-by-case basis not the universal enforcement of export restrictions based on specific criteria. This commitment to flexibility has created contradictions which can be construed as hypocrisy, especially regarding the government’s historical commitment to human rights considerations.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.019 | 0.014 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".