The origins and early history of Canada’s Cold War scientific intelligence, 1946-65
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
In the process of creating the policies and structures that led to the formal organization of Canada’s Defence Research Board after the end of the Second World War, senior military and defence officials in Ottawa conceptualized and established a scientific intelligence bureau within the defence department. Recognizing the heightened military significance of science during the war, defence officials believed that scientific intelligence—the practice of analyzing scientific information for forecasting the weapons and warfare potential of enemy countries—could support and improve Canada’s military preparedness efforts in the immediate postwar period. Using recently opened government and military records, this article explores the origins and history of Canadian scientific intelligence during the early Cold War, framing the topic as useful for understanding Canada’s military past and Ottawa’s approach to some of the country’s top security and defence issues of the late 1940s through the mid-1960s.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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