Canada's Disarmers: The Complicated Struggle Against Nuclear Weapons, 1959-1963
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This dissertation investigates the motivations, messages, and methods of Canadians who organized in opposition to nuclear weapons between 1959 and 1963. The efforts of Canadian anti-nuclear movements have been undervalued in histories of disarmament activism. Canadian disarmers have been dismissed as quiet in comparison to better-known movements in the United States and in Great Britain. This dissertation demonstrates that there were in fact complex and vigorous expressions of anti-nuclear sentiment in Cold War Canada. Canadian disarmers may have been few in number, and may have been conservative in their protest methods, but they were committed participants in an international struggle to protect humanity from the threat of nuclear war.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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 it