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Record W2583094311

The Atomic Cloister: Secrecy and the Shaping of Technical Identity, 1940-60

2010· article· en· W2583094311 on OpenAlexaboutno aff
Sean F. Johnston

Bibliographic record

VenueENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicNuclear Issues and Defense
Canadian institutionsnot available
Fundersnot available
KeywordsSecrecyContext (archaeology)Government (linguistics)Subject (documents)National securityAtomic energyIdentity (music)Political sciencePublic relationsSociologyLawSocial scienceGeographyLibrary scienceComputer science
DOInot available

Abstract

fetched live from OpenAlex

During five wartime years and the following post-war decade, atomic energy was a subject shrouded in secrecy. Identified as a crucial element in military strategy, national status and export aspirations, the research and development of atomic piles (nuclear chain-reactors) were nurtured at isolated installations. Like monastic orders, new national laboratories provided occupational environments that were simultaneously cosseted and constrained, defining regional variants of a new State-managed discipline: reactor engineering. This paper discusses the significance of secrecy in defining the new subject in the USA, UK and Canada – the first three countries to dedicate sustained government funding to the field. The borders and content of the subject developed differently in each country, shaped under the umbrella of security by disparate clusters of expertise, industrial traditions and national goals. The emerging academic discipline was constricted by classified publications and State-sponsored specialist courses. The new experts were categorised largely according to existing occupational niches and union affiliations. And, the context of high security filtered their members and capped their professional aspirations. But these amply-funded and secluded environments traded intellectual segregation for unbounded opportunities. Like children in a toy factory (paraphrasing Alvin Weinberg), reactor engineers explored a new domain, sometimes with scarcely a sideways glance at social, economic or even strategic factors. The ambiguous and capricious goals of the new sites and their specialists gradually were tamed, though, as security measures diminished during the mid 1950s and commercial nuclear power was identified as the primary goal.

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)0.007
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.973
Threshold uncertainty score0.099

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0270.069
Scholarly communication0.0160.011
Open science0.0010.008
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0030.001

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 head0.018
GPT teacher head0.297
Teacher spread0.279 · 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.

Study designQualitative
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
Published2010
Admission routes1
Has abstractyes

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Same venueENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)Same topicNuclear Issues and DefenseFrench-language works237,207