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Record W4405480336 · doi:10.1515/9783111128467-011

Conflicting Loyalties Among Soldiers Fighting Both in the German Army and the Allied Forces

2024· book-chapter· en· W4405480336 on OpenAlexaboutno aff
Machteld Venken

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldSocial Sciences
TopicEuropean history and politics
Canadian institutionsnot available
Fundersnot available
KeywordsGermanPolitical scienceAeronauticsMedicineEngineeringHistoryArchaeology

Abstract

fetched live from OpenAlex

Conflicting Loyalties Among Soldiers Fighting Both in the German Army and the Allied ForcesWhen Allied soldier Wacław fought in the battle of Falaise in 1944, his section hit a German tank.The battle was especially bloody for Wacław's unit, the 1 st Polish Armoured Division fighting under Canadian command.Allied forces surrounded the Wehrmacht "like it was a bottle", as British Army Officer Bernard Montgomery would later say, 1 and the division was the cork through which the German army wanted to escape.The victory cleared the path to Paris, and is considered the division's greatest success. 2 Sixty-six years after he had taken part in the action, Wacław articulated his experience:On the hill at Falaise I was right there just when the attack happened.It went off like this: cannon, tank, cannon, tank.Artillery firing, suddenly one tank gets hit, the crew jumps out, one guy runs straight for me, straight at our cannon.I look up and this is my brother-in-law.(laughs) Listen, such things only ever happen in the movies! 3 Wacław had attacked his brother-in-law, and his account blurs our understanding of war.We are used to thinking that two clearly defined sides encounter each other on a battlefield.The logic of warfare is based on the legitimisation of all actions against a defined opponent.4 This requires soldiers to be faithful to their commitments and the orders of their superiors.Soldiers like Wacław knew, or could guess, that there were family members and friends battling on the other side.Their descriptions of existential chaos and a struggle for survival are characterised by a lack of the usual orientation framework that war discourse offers: the loyal fight against a clearly defined opponent.This article offers a collective narrative portrait of the soldiers who fought on both sides of the Western Front.Over the course of the war, the possibility of non-Jews being included into the German Volk increased.In East Upper Silesia, a  Bernard Law Montgomery of Alamein, Inwazja na Europę (Warszawa: Pantheon, 1948), 48-49.

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)0.006
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: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.055
Threshold uncertainty score0.109

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0170.010
Scholarly communication0.0090.004
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.028
GPT teacher head0.299
Teacher spread0.271 · 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
Published2024
Admission routes1
Has abstractyes

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Same topicEuropean history and politicsFrench-language works237,207