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Record W7108214471 · doi:10.59962/9780774871686

Watching the Bear

2025· book· W7108214471 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of British Columbia Press eBooks · 2025
Typebook
Language
FieldSocial Sciences
TopicIntelligence, Security, War Strategy
Canadian institutionsnot available
Fundersnot available
KeywordsNegotiationPerspective (graphical)DocumentationSoviet unionCold warLooming

Abstract

fetched live from OpenAlex

As the Soviet threat to North America evolved in the early Cold War, the world was watching. What was the view from Ottawa? Watching the Bear begins to tell that story. Alan Barnes, a twenty-five-year veteran of the Canadian intelligence community, draws on recently declassified archival sources to offer a wholly new perspective on Canada’s policies for the defence of North America from 1946 to 1964. After the Second World War, Canada created an independent capacity to produce strategic intelligence assessments, and Canadian analysts worked with their American counterparts to prepare joint appraisals of the looming Soviet menace. Canadian and American conclusions often differed significantly, but Canada’s success in negotiating the ensuing tensions was instrumental in ensuring that the two countries developed a common basis for defence planning. By bringing little-known intelligence documentation to light, Watching the Bear makes a groundbreaking contribution to the history of Canadian intelligence, defence, and foreign relations.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.332
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0030.005
Scholarly communication0.0010.000
Open science0.0040.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.019
GPT teacher head0.224
Teacher spread0.205 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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