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Record W4407857070 · doi:10.1134/s1019331624700333

The Allies in the North: Delivery of Lend-Lease Cargo to the Northern Ports of the Soviet Union (1941–1945)

2024· article· en· W4407857070 on OpenAlexaboutno aff
Irina V. Bystrova

Bibliographic record

VenueHerald of the Russian Academy of Sciences · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicArctic and Russian Policy Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSoviet unionLeasePolitical scienceInternational tradeEconomic historyBusinessEconomyLawHistoryEconomicsPolitics

Abstract

fetched live from OpenAlex

Abstract The most important area of cooperation between the Big Three countries in 1941–1945 is considered: military and economic aid to the Soviet Union under the Lend-Lease program. The northern route for cargo delivery was the most difficult to implement, was an area of intense military action, and cost the Allies the greatest losses. The leaders of the Allied countries, W. Churchill and F. Roosevelt, organized the deliveries; Canada provided significant assistance. The special role of Churchill is shown in organizing deliveries during the period of the First Lend-Lease Protocol and in ensuring transportation along the northern route as a whole in 1941–1945. The significant contribution of the Soviet side to ensuring the delivery and acceptance of cargo is noted. Documents from the Russian State Archive of Economics on the activities of the USSR People’s Commissariat of Foreign Trade in the Soviet northern ports on the acceptance and distribution of Lend-Lease cargo are analyzed.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.558
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0020.005
Scholarly communication0.0000.000
Open science0.0030.000
Research integrity0.0000.000
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 head0.034
GPT teacher head0.319
Teacher spread0.285 · 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 designObservational
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
Published2024
Admission routes1
Has abstractyes

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