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Record W4323338971 · doi:10.1162/jcws_a_01123

Why the Five Eyes? Power and Identity in the Formation of a Multilateral Intelligence Grouping

2023· article· en· W4323338971 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

VenueJournal of Cold War Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicIntelligence, Security, War Strategy
Canadian institutionsnot available
Fundersnot available
KeywordsIdentity (music)SecrecySocializationGovernment (linguistics)Power (physics)Political scienceCommunismPolitical economySociologyPoliticsLawSocial scienceAesthetics

Abstract

fetched live from OpenAlex

Abstract Adopting an analytically eclectic approach that draws on theories of realist bargaining, identity, and socialization, this article investigates the early Cold War origins of the Five Eyes intelligence grouping (the United States, Canada, Great Britain, Australia, and New Zealand). An understanding of identity grounded in culture suggests a natural process of international intelligence community building, but this was not the case with the Five Eyes. The formation of the grouping was not preordained. Although Anglo-Saxonism was a necessary condition, it was not sufficient. In addition to being able to provide valuable sites for signals intelligence collection, aspiring members had to be seen as staunchly anti-Communist (and therefore politically trustworthy) by the United States in order to become full members of this exclusive community. Early postwar concerns over the political loyalties and secrecy protection regime of the Australian government prompted the British to initiate a process of socialization aimed at bolstering its affiliate's security institutions and practices and guaranteeing its own access to U.S. secrets.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.047
Threshold uncertainty score0.262

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.059
GPT teacher head0.400
Teacher spread0.341 · 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