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The Mighty Endeavor: The American War in Europe. 2d ed

2017· dataset· en· W651430996 on OpenAlexaboutno aff

Bibliographic record

VenueThe SHAFR Guide Online · 2017
Typedataset
Languageen
FieldSocial Sciences
TopicMilitary and Defense Studies
Canadian institutionsnot available
Fundersnot available
KeywordsNavyBattleGrand strategyWorld War IIHistorySpanish Civil WarAllianceAncient historyManagementOperations researchArchaeologyEngineering

Abstract

fetched live from OpenAlex

Part 1 Planning and strategy: Admiral Ernest J. King and his role in the formation of Atlantic planning, Robert W. Love the Atlantic in the strategic perspective of Hitler and F.D. Roosevelt in 1940-1941, Capt Werner Rahn the views of Stimson and Knox on Atlantic strategy and planning, Jefrey G. Barlow Churchill, seapower and strategy, Andrew Lambert DeGaulle and the Free French Navy, Vice-Adm d'Escadre Emile J. Chaline the negative influence of Mahan on the protection of shipping in the battle of the Atlantic, Capt R.A. Bowling. Part 2 Merchant mariners and ports: the Merchant Marine Cadet Corps at sea in World War II, Rear Adm Thomas A. King the US Navy armed guard in World War II, Capt Stansel E. DeFoe the Coast Guard captains of the ports during World War II, Robert M. Browning, Jr port in a storm - the port of New York in World War II, Joseph F. Meany, Jr US Merchant Marine casualties in World War II, James E. Valle. Part 3 North Atlantic and South Atlantic: the Royal Canadian Air Force and Naval Intelligence - a Canadian perspective, Roger Sarty the Royal Canadian Navy and the Atlantic war - an overview, Marc Milner planning the defense of the South Atlantic, 1939-1941 - securing Brazil, Theresa L. Kraus of saboteurs and subterfuge - direct German efforts based in Latin America to affect the battle of the Atlantic, John F. Bratzel Brazil and the Brazilian Navy in World War II, Adm Helio Leoncio Martins. Part 4 Intelligence and codebreaking: Operation Teardrop revisited, Philip K. Lundeberg radio communication and radio intelligence in the battle of the Atlantic, Jurgen Rohwer the battle of the Atlantic 1941-1943, peaks and troughs, J. David Brown the role of the codebreakers, 1943-1945, David Kahn. Part 5 Fighting the battle: the memoirs of Captain Fred Krage, Master of the Weserland, Capt Harold D. Huycke memories of the U-boat war off the outerbanks, Cmdr James T. Cheatham October 1940-June 1941 - the character of the German naval offensive, Donald P. Steury U-boats and convoys to North Russia, David Syrett.

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)0.001
metaresearch head score (Gemma)0.001
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: Dataset · Consensus signal: none
Teacher disagreement score0.040
Threshold uncertainty score0.134

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0030.002
Scholarly communication0.0060.005
Open science0.0010.003
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0400.018

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 head0.382
Teacher spread0.348 · 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
GenreDataset

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

Citations1
Published2017
Admission routes1
Has abstractyes

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