MétaCan
Menu
Back to cohort
Record W4414124914 · doi:10.31648/ep.11735

The Kennedy–Khrushchev Vienna Summit (1961) in the perception of the US Secretary of State, Dean Rusk and the Head of the USSR Department of the US and Canada, Anatoly Dobrynin

2025· article· en· W4414124914 on OpenAlexaboutno aff
Mateusz Bogdanowicz

Bibliographic record

VenueEcha Przeszłości · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical Geopolitical and Social Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsPresidencySummitDelegationTreatyMemoirState (computer science)CompromisePower (physics)DemocracyPolitics

Abstract

fetched live from OpenAlex

J.F. Kennedy’s presidency witnessed a series of confrontations between the USA and the USSR, which began during the Vienna Summit. Nikita Khrushchev saw JFK as a political dilettante and was hoping to test the American President during negotiations. The Vienna summit did not bring any meaningful results because the meeting was informal and the delegates had completely different goals. Khrushchev focused on the German Democratic Republic and the division of Berlin, whereas JFK was more concerned with the crisis in Laos and the nuclear test ban treaty. Kennedy did not yield under pressure from Khrushchev, but overestimated the Soviet leader’s threats of war. Khrushchev’s strategy backfired because Soviet threats intensified America’s preparations for war on a scale that – by 1988 – had bankrupted the USSR. From a historical perspective, America’s priorities were misplaced because the Cold War came to an end in Europe, and the compromise regarding Laos and the nuclear treaty proved to be short-lived. Before the Vienna summit, the USA had approved the Yalta agreements and was unwilling to change the existing balance of power in Europe. The memoirs of the US Secretary of State Dean Rusk and Soviet delegation adviser Anatoly Dobrynin confirm these observations. Their accounts differ with regard to the meeting agenda and the progress made in the negotiations. Rusk and Dobrynin were highly competent and skilled diplomats, but they did not play a major role during the summit. Both delegations would have been well-served by more extensive consultations between their respective leaders and advisors. The analysis of the diplomats’ memoirs provides valuable insights into JFK’s and Khrushchev’s decision-making styles. The memoirs prove that individuals play a crucial role in politics and that their decisions can have a profound impact on global 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.

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)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.054
Threshold uncertainty score0.107

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0070.002
Scholarly communication0.0050.002
Open science0.0000.003
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0070.002

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 head0.006
GPT teacher head0.240
Teacher spread0.234 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueEcha PrzeszłościSame topicHistorical Geopolitical and Social DynamicsFrench-language works237,207