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Record W2995267549 · doi:10.7238/dd.v0i7.3168

Soviet Foreign Policy from the Spanish Civil War to the Molotov-Ribbentrop Pact, 1936–1939

2019· article· en· W2995267549 on OpenAlexaff
Daniel Kowalsky

Bibliographic record

VenueDictatorships & Democracies · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean history and politics
Canadian institutionsQueen's University
Fundersnot available
KeywordsForeign policySpanish Civil WarEconomic historyAlliancePolitical scienceModernization theoryIndustrialisationPactLawEconomyPoliticsHistoryEconomics

Abstract

fetched live from OpenAlex

Having consolidated his power in the late 1920s, Joseph Stalin long focused on internal affairs: the Five Year Plans, collectivization of agriculture, rapid industrialization, and modernization of the Red Army. Despite his penchant for domestic policy, from the summer of 1936 Stalin’s Soviet Union was increasingly drawn into foreign affairs. This article explores Stalin’s foreign policy on the eve of the Second World War. The Soviet Union’s multiple failures in forging an anti-Fascist alliance with Britain and France, most notably in the Spanish Civil War, will be explored as the prelude to Stalin’s eventual decision, in August 1939, to authorize the Molotov-Ribbentrop Pact.

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 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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.775
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.003

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 head0.021
GPT teacher head0.269
Teacher spread0.248 · 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; both teacher heads agree on what is shown here.

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

Citations3
Published2019
Admission routes1
Has abstractyes

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