MétaCan
Menu
Back to cohort
Record W2033782336 · doi:10.1177/0022009405056125

What the Angels Saw: Red Cross and Protecting Power Visits to Anglo-American POWs, 1939-45

2005· article· en· W2033782336 on OpenAlexaffabout
Vasilis Vourkoutiotis

Bibliographic record

VenueJournal of Contemporary History · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean history and politics
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsPrisoners of warGermanPower (physics)HistoriographyHarassmentConventionWorld War IILawHistoryNazi concentration campsSpanish Civil WarPolitical scienceCriminologyMedicineSociologyNazism

Abstract

fetched live from OpenAlex

Despite the plethora of material written on the history of prisoners of war in the second world war, surprisingly few works analytically assess Germany’s overall treatment of British and American POWs. The handful of dissertations written on the subject have examined tightly-focused aspects within this field, while most published works have tended to examine the issue from the perspective of the prisoners themselves. While these are valid and valuable approaches, they leave a significant gap in the historiography: how precisely was German policy towards British and American POWs ultimately put into practice? This article distils every report by the International Committee of the Red Cross and the Protecting Power delegates on their visits to most of the British or American POWs in German-run transit camps (dulags), regular camps for non-commissioned soldiers (stalags), and camps for commissioned officers (oflags), which could be found in the national archives of Great Britain, the USA and Canada. The findings of the inspectors were analysed to determine how well the OKW tended to treat the prisoners in terms of material conditions in the camps as well as in terms of harassment and serious violations of the Geneva Convention. Ultimately, it was determined by these two neutral sources that material conditions of life were ‘satisfactory’ for most of the war years and that instances of mistreatment by the German armed forces were rare, once a prisoner of war had been accepted as such by Germany.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.155
Threshold uncertainty score0.307

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0140.006
Scholarly communication0.0030.002
Open science0.0010.003
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0050.001

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 head0.040
GPT teacher head0.309
Teacher spread0.269 · 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 designQualitative
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

Citations22
Published2005
Admission routes2
Has abstractyes

Explore more

Same venueJournal of Contemporary HistorySame topicEuropean history and politicsFrench-language works237,207