The View from Langley: The <scp>cia</scp> and Pierre Elliott Trudeau in the Era of “Canada First” Economic Nationalism
Bibliographic record
Abstract
Postwar Canada-us relations have been punctuated by conflicts of political and economic interest. Declassified us Central Intelligence Agency (cia) documents reveal that Pierre Elliott Trudeau’s nearly sixteen years in power (1968–84) were an especially turbulent chapter in this history. Against the backdrop of the demise of the Bretton Woods system, oil shocks, and stagflation, the cia paid close attention to Canadian policy and regulatory changes that threatened us economic and energy interests. The American intelligence community attributed the Foreign Investment Review Agency, Petro-Canada, oil export controls, and the National Energy Program to the rise of a menacing “Canada First” brand of economic nationalism. From the American vantage point, these bilateral irritants became urgent foreign policy issues in the midst of the neoliberal revolution. Thecia concluded that Trudeau was an obstacle to positive Canada-us relations and briefed policy-makers right up to the president accordingly.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.014 | 0.015 |
| Scholarly communication | 0.011 | 0.006 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.004 | 0.010 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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".