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Record W2147567012 · doi:10.1177/0022009410392408

Western Allied Intelligence and the German Military Document Section, 1945-6

2011· article· en· W2147567012 on OpenAlex
Derek R. Mallett

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Contemporary History · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicIntelligence, Security, War Strategy
Canadian institutionsnot available
Fundersnot available
KeywordsGermanSection (typography)Military intelligenceWork (physics)World War IIPrisoners of warWestern europeFirst world warLawPolitical scienceOperations researchLibrary scienceHistoryEngineeringAncient historyArchaeologyComputer scienceBusiness

Abstract

fetched live from OpenAlex

In the year following the end of the second world war in Europe, various high-ranking Wehrmacht officers agreed to work for a co-ordinated US, British, and Canadian military intelligence operation called the ‘Hill Project’. This endeavor, which eventually expanded to almost 200 German prisoners of war, conducted research and analysis of the German Military Document Section at Camp Ritchie, Maryland, and produced over 3600 pages of reports for the Western Allied governments. The Hill Project constitutes a little-known aspect of the interesting postwar relationship between the West and their former enemies. This article examines the main goals of this program and the kind of information these research projects provided to Western Allied military intelligence. It contends that during its operation at Camp Ritchie, the main body of work completed by the Hill Project studied Wehrmacht methods as a means to potentially improve the structure and procedures of the Western Allied armies. Moreover, a select group of the Hill Project prisoners later transferred to Fort Hunt, Virginia, and assisted in preparing a defense of Western Europe against a potential invasion by the Soviet Army.

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.

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)0.003
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: none
Teacher disagreement score0.909
Threshold uncertainty score0.605

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.065
GPT teacher head0.295
Teacher spread0.229 · 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