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Record W4378440178 · doi:10.1515/9780773599086

Strangers in Arms

2016· book· en· W4378440178 on OpenAlexaboutno aff
Robert Engen

Bibliographic record

VenueMcGill-Queen's University Press eBooks · 2016
Typebook
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsPsychology

Abstract

fetched live from OpenAlex

Why do soldiers fight? What keeps them going? What compels them to face death when their long-time comrades have fallen around them? Strangers in Arms addresses these questions in a groundbreaking study of the behaviour, morale, and motivations of Canadian infantrymen on the front lines of the Second World War. Canada’s army has long faced intense criticism for its combat performance during the war, and Canada’s official history has presented Canadian soldiers as deficient, inexperienced, and unprepared in comparison with their enemies. Questioning entrenched views, Robert Engen explores a trove of contemporaneous documents to create a remarkable new portrait of Canadians at war. Rather than the popular "band of brothers" image of soldier cohesion in battle, he finds staggering casualty rates and personnel turmoil that left Canadian infantrymen often working with and fighting beside men they hardly knew. Yet these strangers in arms continued to fight - effectively and in good spirits - against a tenacious and deadly enemy, triumphing in the face of heartrending loss and sacrifice. Challenging old narratives about the Canadian soldier and supported by cutting-edge empirical and qualitative research, Strangers in Arms crafts a new understanding of what happens at the sharp end of battle.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.861
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.000
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 head0.013
GPT teacher head0.202
Teacher spread0.190 · 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.

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

Citations23
Published2016
Admission routes1
Has abstractyes

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Same venueMcGill-Queen's University Press eBooksSame topicCanadian Identity and HistoryFrench-language works237,207