MétaCan
Menu
Back to cohort

Lacy—Zarubin Agreement of 1958: Origins of Soviet-American Science Diplomacy

2023· article· en· W4319922713 on OpenAlexaboutno aff
R. О. Reinhardt, K. A. Nemudrov

Bibliographic record

VenueNauchnyi Dialog · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Science and Diplomacy
Canadian institutionsnot available
FundersRussian Science Foundation
KeywordsDiplomacyAgreementTreatyCLARITYPolitical scienceState (computer science)LawGovernment (linguistics)Quarter (Canadian coin)HistoryPoliticsPhilosophy

Abstract

fetched live from OpenAlex

The Agreement between the USSR and the USA on exchanges in the field of culture, technology, science and education, signed on January 27, 1958 in Washington DC by W. S. Lacy US Secretary of State Special Assistant for East-West Exchanges, and G. N. Zarubin, Ambassador Extraordinary and Plenipotentiary of the USSR to the USA is considered. The question is raised about the role of this agreement in the Soviet- American science diplomacy of the late 1950s — early 1960s. Based on a review of the biographies of senior officials who participated on the American and Soviet sides in its conclusion and implementation, the personality factor in these scientific and diplomatic processes was investigated. It is proved that their high professionalism, pragmatism and the similarity of career paths had a positive impact both on reaching mutual understanding regarding the interstate agreement being concluded, and on giving the latter an extremely specific character. Particular attention is paid to the provisions of the Lacy—Zarubin agreement, which regulated the visits of scientists and researchers, as well as academic exchanges. To assess the effectiveness of the treaty implementation in this part, the Report of the US Senate Committee on Foreign Relations dated August 20, 1959, prepared under the leadership of Senator J. Fulbright, was introduced as a source and analyzed in detail. It is noted that the clarity in determining the goals, means and ways to achieve them allowed the Lacy—Zarubin agreement to become a solid and resistant to juncture fluctuations in the conditions of the Cold War, the basis for scientific and technical cooperation between the USSR and the USA, which determined the vector of their development over the decade and a half that followed the signing of the document.

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)0.003
metaresearch head score (Gemma)0.005
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.994
Threshold uncertainty score0.172

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0060.005
Scholarly communication0.0050.002
Open science0.0000.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.031
GPT teacher head0.390
Teacher spread0.359 · 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

Citations2
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueNauchnyi DialogSame topicInternational Science and DiplomacyFrench-language works237,207