From Dreams to Reality: The Evolution of Anglo-Canadian Trade During the Diefenbaker Era
Bibliographic record
Abstract
The articulated foreign economic policy of the Conservative government of John Diefenbaker following its election in June 1957 was to redirect trade away from the United States and toward the United Kingdom. This policy reflected Diefenbaker's almost religious attachment to the Commonwealth and to Britain, as well as his abiding suspicion of continentalism. However, from these brave beginnings, Conservative trade policy ended up pretty much where the Liberals had been before their 1957 defeat-increasingly reliant on the US market for Canada's domestic prosperity. This was a result partly of the normal development of trade between the two North American countries, but it also reflected Diefenbaker's growing realisation of the market differences between Canada and the United Kingdom, and the impossibility of enhancing the flow of Canadian exports to Britain.
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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 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.066 | 0.034 |
| Scholarly communication | 0.025 | 0.006 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.003 | 0.007 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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".