Canadian policy toward Khrushchev's Soviet Union
Bibliographic record
Abstract
He details how the St Laurent government backed the shrewd calculations of the Department of External Affairs and emphasized the wisdom of the containment-accommodation approach, an approach that, Glazov claims, would help win the Cold War thirty-five years later. Glazov shows that the strategy of accommodation, the main difference between Canadian and American Soviet policy, was ultimately vindicated by the eventual ascendancy of a liberal Soviet leader (Gorbachev), which led to increased East-West contact and Soviet liberalization, phenomena that led directly to the West's victory in the Cold War. Glazov's new assessment of Western policies toward Khrushchev's Russia is critical to our understanding of present-day Russia, since Gorbachev's democratization, which led to the disintegration of the Soviet Union in 1991, had its origins in the Khrushchev thaw. Canadian Policy toward Khrushchev's Soviet Union provides vital information to help answer the question of how the West should deal with Russia, especially in the context of globalization - one of the most urgent issues facing Canada and the Western world.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.023 | 0.003 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 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".