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Record W1480830780

Airborne Communications in Operation Market Garden

2007· article· en· W1480830780 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2007
Typearticle
Languageen
FieldEngineering
TopicRadio Wave Propagation Studies
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsTelecommunicationsComputer scienceEnvironmental scienceBusiness
DOInot available

Abstract

fetched live from OpenAlex

Operation Market Garden, Field Marshal B.L.M. Montgomery’s grand attempt to end the war in 1944, has been ceaselessly analysed in an attempt to understand the reasons for its failure. Factors such as the distance of the drop zones from the objectives in Arnhem, the delay in resupply, the presence of strong German forces in the area, as well as the slow progress of XXX Corps in linking the airborne bridgeheads, are some of the main reasons cited for the failure of the operation. Another element often raised has to do with the failure of communications equipment at Arnhem. Peter Harclerode, in his book, Arnhem: A Tragedy of Errors, puts it bluntly: “Much of the blame for 1st Airborne Division’s demise has been laid at the door of signals failure as well as the unsuitability of radio equipment issued to the division as well as its failure to work satisfactorily under the condition in which it was employed.” Lewis Golden, the adjutant of Divisional Signals during the operation argues that this was not the case. Signals actually worked better than could be expected and that communications failure was not the principal reason for defeat at Arnhem. This article attempts a comprehensive survey of the role of communications and answers the question, “How far were poor communications responsible for the failure of Market Garden?” In particular, how far did poor communications contribute to the failure of 1st Airborne Division to consolidate a bridgehead at the Arnhem road bridge?

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)0.001
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 score0.698
Threshold uncertainty score0.853

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.016
GPT teacher head0.226
Teacher spread0.209 · 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