Alliance and Illusion <i>Canada and the World, 1945-1984</i>
Bibliographic record
Abstract
Introduction 1 Construction and Reconstruction: Canada in 1945 2 Real Prosperity and Illusory Diplomacy 3 Realigning Canadian Foreign Policy, 1945-1947 4 Dividing the World, 1947-1949 5 Confronting a Changing Asia, 1945-1950 6 From Korea to the Rhine 7 The Era of Good Feeling, 1953-1957 8 Diefenbaker and the Dwindling British Connection 9 Nuclear Nightmares, 1957-1963 10 Innocence at Home: Economic Diplomacy in the 1960s 11 Innocence Abroad: Fumbling for Peace in Indochina 12 Vietnam and Canadian-American Relations 13 National Unity and Foreign Policy 14 Changing the Meaning of Defence 15 National Security and Social Security 16 The 1970s Begin 17 Parallel Lives: Nixon Meets Trudeau 18 The Pursuit of Promises 19 Canada First, 1976-1984 20 Returning to the Centre Conclusion: Multilateral by Profession, Muddled by Nature Notes Further Reading Index
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.005 | 0.018 |
| Science and technology studies | 0.018 | 0.006 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.021 | 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".