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Record W7038543978

“Informal Information”: A Cultural History of NORAD’s Creation, 1944-1957

2022· dissertation· en· W7038543978 on OpenAlexaboutno aff

Bibliographic record

VenueQSpace (Queen's University Library) · 2022
Typedissertation
Languageen
FieldEnvironmental Science
TopicCoral and Marine Ecosystems Studies
Canadian institutionsnot available
Fundersnot available
KeywordsApprehensionSoviet unionPoliticsConstruct (python library)World War IINuclear weaponNational security
DOInot available

Abstract

fetched live from OpenAlex

As the Cold War between the United States and Soviet Union emerged during the late 1940s, one of the primary security concerns for Canada and the United States was the perceived danger posed by Soviet long-range bombers armed with atomic weapons. This apprehension intensified in 1950 following the start of the Korean War. Throughout the 1950s, air defence officers from the United States Air Force and Royal Canadian Air Force worked together to build an air defence system capable of mitigating the risk that Soviet bombers might attack strategic targets in North America. These likeminded officers worked formally and informally to construct a system based on their shared assumptions about the best way to mutually protect their countries. In creating the North American air defence system, these officers developed not only professional relationships but also personal relationships, friendships, that buttressed their trust in each other. Political scientist Joel Sokolsky argues that officers in these situations develop a “fraternity of the uniform.” This trust continued throughout the 1950s and was solidified in September 1957 when the Canadian and American governments agreed to create the North American Air Defence Command (NORAD). This dissertation examines how Canadian and American air force officers created a unique, bilateral military culture, the North American air defence culture, in the late 1940s and the 1950s. It was fully formed by 1957 and became central to NORAD’s organizational culture when Canada and the United States formed the command in 1957. This dissertation argues that formal and informal collaboration between Canadian and American air force officers was central to the development of personal and professional relationships that influenced the 1957 creation of NORAD and its resultant, unique military culture.

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 imitation

Not 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.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.967
Threshold uncertainty score0.919

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0330.041
Scholarly communication0.0120.006
Open science0.0010.005
Research integrity0.0010.006
Insufficient payload (model declined to judge)0.0040.001

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.

Opus teacher head0.004
GPT teacher head0.165
Teacher spread0.161 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

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
Published2022
Admission routes1
Has abstractyes

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