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Record W266095490

Clash of Arms: How the Allies Won in Normandy. (Book Reviews)

2002· article· en· W266095490 on OpenAlexaboutno aff
Samuel J. Newland

Bibliographic record

VenueThe US Army War College Quarterly Parameters · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicMilitary and Defense Studies
Canadian institutionsnot available
Fundersnot available
KeywordsDoctrinePolitical scienceSpanish Civil WarLawHistoryClassics
DOInot available

Abstract

fetched live from OpenAlex

Clash of Arms: How the Allies Won in Normandy. By Russell A. Hart. Boulder, Colo.: Lynne Rienner Publishers, 2001.469 pages. $79.95. Reviewed by Dr. Samuel Newland (LTC, ARNG Ret.), Professor, Department of Distance Education, US Army War College. Sometimes when a student of military history picks up his latest purchase and delves into its contents, he finds that the book will cover precisely what the title describes. In other cases, the book surprises the reader by delivering far more. Clash of Arms is one of those that provides the reader far more than the title suggests. This book is not so much how the Allies won at Normandy, but rather how armies prepare for war and adapt during a war, as seen through the Allies' performance in the European Campaign. The author, an Assistant Professor in modern military history at Hawaii Pacific University, begins with a clear thesis for what he wishes to accomplish. At issue is the question of how armies adapt and implement change in wartime, with the focal point being the performance of four armies in the summer of 1944. To accomplish this task, the author must digress and discuss both the interwar and the early war periods, reviewing what the armies did to integrate the lessons of the Great War into their training and doctrine. To make his task manageable, the author focuses his attention on the four nations involved in the campaign in Western Europe--the United States, Germany, Canada, and Great Britain. The book is divided into two sections: first, how the armies of these four powers prepared for the campaign in the years from 1919 to 1944; and second, how well the armies fought and adapted during the Normandy campaign. The narrative covers events beyond the establishment of the initial lodgment through the breakout and pursuit phase, ending in early August 1944. Of the armies studied, the military forces fielded by the United States and Germany receive the highest praise. The German army initially receives high marks because in the post-World War I era, it seriously studied the lessons of that war and integrated them into its training and doctrine. Furthermore, when World War II started, the German army distinguished itself by its ability to learn--to change training, doctrine, and even weapon systems, based on critical self-appraisal immediately following battles and campaigns. Although the US Army did not study the lessons of the First World War nearly as well as the Germans, once World War II started, the American Army, though unprepared for the war, showed itself capable of learning quickly and integrating lessons-learned into methods for fighting the next battle. Thus, both the German and US armies are assessed as adaptable and innovative, although the Americans failed to adapt with regard to basic weapon systems once the European campaign began. For the British forces, however, the author finds the opposite to be true. …

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 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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.553
Threshold uncertainty score0.458

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 studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.039
GPT teacher head0.257
Teacher spread0.219 · 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 teacher head, 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

Citations0
Published2002
Admission routes1
Has abstractyes

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