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Record W1988139106 · doi:10.1177/0968344511401489

Sir John Fisher’s Naval Revolution Reconsidered: Winston Churchill at the Admiralty, 1911-1914

2011· article· en· W1988139106 on OpenAlexaff
Christopher Bell

Bibliographic record

VenueWar in History · 2011
Typearticle
Languageen
FieldArts and Humanities
TopicMaritime and Coastal Archaeology
Canadian institutionsDalhousie University
Fundersnot available
KeywordsNavyHistoryNaval warfareCapital (architecture)ClassicsEconomic historyOperations researchAncient historyEngineeringArchaeology

Abstract

fetched live from OpenAlex

This article challenges claims by revisionist historians that in July 1914 the Royal Navy was on the verge of instituting a ‘naval revolution’ based on the ideas of Admiral Sir John Fisher. Winston Churchill, the first lord of the Admiralty, was not prepared to rely on Fisher’s concept of ‘flotilla defence’ in the North Sea, as revisionists contend. Nor did he wish to send capital ships to distant waters. He increasingly looked to submarines to protect Britain’s interests in the Mediterranean, a secondary theatre, but he still believed that Britain must maintain a preponderance of strength over Germany in capital ships in the North Sea. Churchill’s strategic views were generally conservative. He hoped that new designs or new technologies would one day allow submarines to supplant battleships, and he actively supported measures that might help to make this possible. But there is no evidence that he and his naval advisers were ready to gamble on a radical departure in force structure or naval strategy on the eve of the First World War.

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)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.451
Threshold uncertainty score0.897

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0300.013
Scholarly communication0.0060.004
Open science0.0010.004
Research integrity0.0040.009
Insufficient payload (model declined to judge)0.0120.001

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 head0.063
GPT teacher head0.200
Teacher spread0.137 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations8
Published2011
Admission routes1
Has abstractyes

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