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Record W2955569592 · doi:10.3138/9781487518127

The Selected Works of George R. Lindsey: Operational Research, Strategic Studies, and Canadian Defence in the Cold War

2019· book· en· W2955569592 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

Venuenot available
Typebook
Languageen
FieldSocial Sciences
TopicIntelligence, Security, War Strategy
Canadian institutionsnot available
Fundersnot available
KeywordsGeorge (robot)Cold warOperations researchPolitical scienceManagementAeronauticsEnvironmental ethicsEngineeringHistoryLawArt historyPhilosophyEconomics

Abstract

fetched live from OpenAlex

During a government career that spanned nearly the whole of the Cold War, George R. Lindsey gained a reputation as a leading defence scientist and military strategist for Canada’s Defence Research Board. His research and writing played a vital role in shaping Canadian policy in air defence, anti-submarine warfare, the militarization of space, and other areas of crucial concern in the nuclear age. The Selected Works of George R. Lindsey provides full access to a wealth of previously classified historical material regarding the scientific and technical aspects of Canadian defence and national security in the Cold War. Insightful and eye-opening, Lindsey’s writings shed light not only on one of Canada’s most influential civil servants of the Cold War era, but on the strategies, priorities, and inner workings of the Canadian defence establishment during an active and politically volatile period in world affairs

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 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)0.006
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.684
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.120
GPT teacher head0.382
Teacher spread0.262 · 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

Quick stats

Citations2
Published2019
Admission routes1
Has abstractyes

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