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Record W2610836838

The Rusty Curtain: Anatoly Chernyaev, Georgi Arbatov, and the Foundations of the Soviet Collapse, 1970-1979

2015· article· en· W2610836838 on OpenAlexaboutno aff
Michael Ginnetti

Bibliographic record

VenueOhioLink ETD Center (Ohio Library and Information Network) · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicEastern European Communism and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsIron CurtainForensic engineeringPolitical scienceLaw and economicsLawGeologyEngineeringEconomicsCold war
DOInot available

Abstract

fetched live from OpenAlex

Douglas Forsyth, Advisor "It seems the Western interpreters of Marxism are right when they say it is an outdated gospel."Such a harsh condemnation of communist ideology might be expected from some persecuted Soviet dissident or perhaps a war-drumming functionary in Washington.However, this quote is from none other than Anatoly Chernyaev, a high-level apparatchik working for the International Department of the Central Committee of the Communist Party of the Soviet Union who found himself disillusioned with the state of Soviet society in the 1970s.In much the same way, Georgi Arbatov, the director of the Soviet Institute for the Study of the USA and Canada, declared that, "one had a particularly sickening feeling inside because of the intolerable propaganda."From these perceptions of the Soviet Union in the 1970s, Chernyaev and Arbatov would rise to become personal foreign policy advisors to Mikhail Gorbachev and active reformers in the 1980s.The current restrictions on research in Russia have turned the personal writings of Chernyaev and Arbatov into resources of nearly exclusive importance on the history of the Soviet Union in the 1970s.Not only were Chernyaev and Arbatov highly placed individuals within the Soviet government, they were remarkably intelligent, creative, and observant men who recorded their thoughts, impressions, and memories of the Soviet Union as it was before the implosion of the communist system.Secondly, Chernyaev and Arbatov recognized how the Soviet Union had gone astray and recorded evidence of its waywardness for posterity.Lastly, Chernyaev and Arbatov's realizations in the 1970s as to the bankruptcy of the entire Soviet apparatus, coupled with their unique positions within that apparatus, specifically v To Mom, my first teacher, and Dad, whose sacrifices made that education possible, and to the "good fight."vi ACKNOWLEDGMENTS First and foremost, this is God's thesis, not mine.He wrote it, not me.I was asked to endure many months of uncertainty, anxiety, and arduous work, but in the end, He is the one who brought the project together.There is no way I could have written this thesis alone.Secondly, I want to thank my family for supporting me in my study of History, especially my Mom and Dad who placed great value on my education and made great sacrifices to provide transformative educational instruction for me and my two brothers and sister.So many people have left their mark on this work through their vocation as professional academics.A special thanks to Douglas Forsyth for sticking with me through the dark days of this project and for helping me to see it through to completion.A very warm thank you also to Beth Griech-Polelle for jumping on my thesis committee and helping me to see how my project could come together.Thank you both for trusting me and believing that I was capable of getting the job done.A

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)0.003
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 score0.104
Threshold uncertainty score0.206

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0140.006
Scholarly communication0.0050.004
Open science0.0010.003
Research integrity0.0030.009
Insufficient payload (model declined to judge)0.0100.002

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 head0.014
GPT teacher head0.229
Teacher spread0.214 · 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
Published2015
Admission routes1
Has abstractyes

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