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Record W1487202228

In the Heat of Battle: Letters from the Normandy Campaign

2002· article· en· W1487202228 on OpenAlexaboutno aff
Harold MacDonald, MacDonald

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsBattleAeronauticsOperations researchHistoryPolitical scienceComputer scienceAncient historyEngineering
DOInot available

Abstract

fetched live from OpenAlex

Harold S. MacDonald was an officer with the North Shore (New Brunswick) Regiment from June 1942 until the end of the Second World War in Europe. Throughout this period he penned a steady stream of letters to his bestfriend, his wife, Marjorie, who was then a newspaper reporter with the Saint John Evening Times-Globe. These letters, totalling 463, were carefully preserved by Marjorie and provide a continuous and absorbing account of the experiences of a front-line Canadian infantry officer in Northwest Europe during the Second World War. They begin in June 1942 with a description of the rowdy voyage on the troopship carrying him and his regiment to England, and go on to provide vivid portrayals of his experiences of life in wartime Great Britain and of numerous training exercises in which he participated. For the most part, however, they are concerned with his fraught and demanding responsibilities on the battlefields of continental Europe.\nHal MacDonald was born in Saint John on 15 February 1917. A graduate of the Modern Business College in Saint John, he was working with the accounting department of T. McAvity and Sons, in Saint John, when the Second World War broke out in September 1939. He enlisted that year as a private, and progressed through non-commisioned ranks to officer training at Brockville in the fall of 1941. In June 1942 he was posted to the North Shore Regiment and remained with that unit until the end of the war. In action, he served successively as second-in-command of “D” Company, commander of the Carrier Platoon, commander of the Support Company, and then as adjutant.\nAt war's end he was the North Shores’ liaison officer with the 8th Brigade, of which the regiment formed a part. Upon his return to Canada and demobilization in 1945, MacDonald joined Colonel Charles Leonard in the century-old Saint John firm of manufacturers’ agents and food brokers, which in due course became Leonard and MacDonald Ltd. His many activities and interests included the New Brunswick presidency of the Canadian Red Cross from 1964 to 1967, and also the presidency of the Canadian Food Wholesalers from 1977 to 1978. He was killed in an automobile accident on 11 November 1984, leaving his wife, a son and a daughter.\nThe letters presented in the following narrative cover the period from MacDonald’s landing in France in late June 1944 until the end of the campaign in Normandy in the third week of August. They constitute an invaluable source of information about that campaign from the point of view of an observant and articulate front-line participant and tell us much about such important subjects as battle stess and exhaustion, the conditions under which soldiers lived and died, morale, the debilitating effects of friendly fire and the daily grind of attrition warfare. The letters are presented here to stimulate interest in the collection as a whole, which almost certainly merits publication in its entirety.

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)0.011
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: Other · Consensus signal: none
Teacher disagreement score0.860
Threshold uncertainty score0.278

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0270.003
Scholarly communication0.0080.003
Open science0.0010.005
Research integrity0.0050.010
Insufficient payload (model declined to judge)0.0210.005

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 head0.015
GPT teacher head0.195
Teacher spread0.179 · 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
GenreOther

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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