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Record W4392345099 · doi:10.1080/21515581.2024.2319667

Is security still the chiefest enemy? The challenges and contradictions in European confidence- and security-building in the Cold War

2024· article· en· W4392345099 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Trust Research · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Relations and Foreign Policy
Canadian institutionsUniversity of ManitobaMount Allison University
Fundersnot available
KeywordsAdversaryCold warPolitical scienceComputer securityComputer scienceLawPolitics

Abstract

fetched live from OpenAlex

The regime of Confidence- (and Security-) Building Measures (C(S)BMs) represented an effort to re-imagine Arms Control in Europe and reduce the possibility of unwanted escalation due to misunderstanding or misperception. The regime was first developed during the Cold War due to concerns about large-scale military exercises, and its ongoing importance has come into sharp relief given that NATO and Russia have increasingly engaged in similar manoeuvres. However, despite the C(S)BMs, military exercises represented a point of conflict between NATO and the Soviet Union, and there is little indication that the regime led to the development of confidence in the benign intent of other participants. What prevented this from occurring? This paper compares the theory and logic of confidence-building with the negotiations around the CSBMs, highlighting three primary points of discontinuity that undermined the ability of the regime to fully deliver on its potential. The competitive nature of negotiation about its terms resulted in incomplete transparency, the conflation of the concepts of ‘confidence’ and ‘security’ shifted the focus towards assessing an adversary’s military capability rather than intent, and the regime’s inflexibility meant that it did not account for technological changes that otherwise altered understanding of proximate threat.

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)0.010
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.413
Threshold uncertainty score0.455

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.096
GPT teacher head0.426
Teacher spread0.330 · 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