The Politics of Mythmaking: Foreign Policy in Canadian Federal Elections 1958-1965
Bibliographic record
Abstract
<span style="font-family: Calibri, sans-serif;">The notion of a Canadian foreign policy “golden age” during the decades following the Second World War has shaped how Canadians have come to view their country’s place in the world. While recent historical scholarship has laudably done much to demonstrate how the idea of a Canadian diplomatic “golden age” is ultimately an exercise in mythmaking, historians have done comparatively little to assess when and how this mythological notion became ingrained in Canada’s political consciousness. This paper seeks to begin to fill this gap in the historiography of Canadian politics by analyzing the role of foreign policy in the four federal elections held between 1958 and 1965. This analysis not only reaffirms the mythological status of the “golden age” but also demonstrates how this notion was fuelled by the foreign policy rhetoric of the Liberal Party during Lester B. Pearson’s tenure as leader. </span>
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.012 | 0.010 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".