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Record W2160753590 · doi:10.1177/0952076712458110

The architecture of community: Intelligence community management in Australia, Canada and New Zealand

2012· article· en· W2160753590 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

VenuePublic Policy and Administration · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicIntelligence, Security, War Strategy
Canadian institutionsnot available
Fundersnot available
KeywordsInterdependenceArchitectureGovernment (linguistics)ExploitState (computer science)Intelligence cyclePublic relationsKnowledge managementPolitical sciencePublic administrationBusinessSociologyComputer scienceComputer securityMilitary intelligenceGeographyLaw

Abstract

fetched live from OpenAlex

While many have examined individual intelligence agencies and cooperation between agencies bilaterally, the study of the interdepartmental architecture that is meant to coordinate intelligence communities has been peripheral at best. This is especially true in the case of smaller states, such as Australia, Canada and New Zealand. However, this architecture is fundamentally important to our understanding of how the secret state operates; how it impacts, and is impacted by, the open state; and, when taken comparatively, is indicative of differing government cultures towards intelligence. Examination of the development of intelligence community management architecture in Australia, Canada and New Zealand reveals that actors in all three communities recognise networks of interdependency between them. However the extent to which they are able to exploit these interdependencies is dependent on larger dynamics in government, supporting the idea that intelligence communities can only be as cohesive as the governments they serve allow them to be.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.526
Threshold uncertainty score0.570

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.099
GPT teacher head0.372
Teacher spread0.273 · 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