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Record W4388702078 · doi:10.1080/10736700.2023.2261302

Proliferation before Hiroshima: tracing the wartime diffusion of nuclear knowledge

2022· article· en· W4388702078 on OpenAlex

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.

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

VenueThe Nonproliferation Review · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical Studies and Socio-cultural Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsTracingNuclear weaponNuclear proliferationDiffusionPolitical scienceComputer scienceLawPhysics

Abstract

fetched live from OpenAlex

Relatively simplistic conceptions of early nuclear history can sometimes prevail even among nonproliferation scholars. The dominance of the nation-state in historic and contemporary conceptions of nuclear-weapons development carries with it a temptation to treat nuclear-weapons acquisition as essentially linear: first one state and then another, with the United States as the point of origin for all weapons-relevant nuclear knowledge and 1945 as the effective year of proliferation studies’ birth. This article argues against such a view. It draws on a wide range of archival material to illustrate the surprisingly wide diffusion of nuclear knowledge prior to the bombing of Hiroshima, highlighting, first, the reciprocal nature of the early Anglo-American nuclear relationship, including the extent to which the United States benefited from external information; second, how connections within the British Empire enabled the participation of personnel from Australia and New Zealand in various aspects of British and American nuclear work during the war; and, third, the privileged access of French personnel to British and Canadian nuclear knowledge. The overall argument is that the early history of nuclear proliferation is more complex than is generally thought and that greater acknowledgment of these complexities may have contemporary value.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.865
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0060.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.026
GPT teacher head0.239
Teacher spread0.213 · 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