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Record W4415626705 · doi:10.31518/2618-9100-2025-5-20

Review: Zimmerman D. Ensnared between Hitler and Stalin: Refugee Scientists in the USSR. Toronto: University of Toronto Press, 2023. VII, 360 p.

2025· article· W4415626705 on OpenAlex
Olga V. Filippenko

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueHistorical Courier · 2025
Typearticle
Language
FieldSocial Sciences
TopicSoviet and Russian History
Canadian institutionsnot available
FundersUniversity of TorontoUniversity of Oxford
KeywordsRefugeeImmigrationSubject (documents)

Abstract

fetched live from OpenAlex

David Zimmerman's new book focuses on the analysis of the fates of 36 German-speaking scholars who fled persecution from Nazi Germany to the Soviet Union.The author examines the lives of these migrants at each stage of their journey.Based on an analysis of events leading up to 1933, Zimmerman demonstrates the heterogeneity of the group of scholars studied and shows how this diversity influenced their subsequent fates and chances of survival.He then proceeds to identify the motives that drove these persecuted intellectuals to seek refuge specifically in the Soviet Union.Ultimately, he concludes that, for the most part, this decision was forced rather than ideologically motivated.Zimmerman assesses the early years of German-speaking scholars in the USSR as relatively successful.They took advantage of the benefits offered by their host country to varying degrees.As a result, they were able to make a significant contribution to the development of Soviet science.However, this did not protect them from further persecution.During the Great Terror, scholars were either arrested or killed by the NKVD, or they were expelled or fled the country.Those who left the Soviet Union faced new challenges.Not all of them survived the Holocaust.However, those who did were forced to flee again.Their new destinations included France, England, Sweden, or, in the case of great fortune, the United States.In addition, Zimmerman evaluates the role of organizations whose activities were intended to support scholars persecuted by the Nazis.Despite attempts by these funds to provide assistance, in practice, researchers often had to fend for themselves.The reviewed book concludes with an analysis of the lives of the descendants of the studied families, which helps to clarify the long-term consequences of the crimes committed by the Nazis.

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.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.264
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.020
GPT teacher head0.289
Teacher spread0.269 · 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