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Record W2551737591

Creating the 2nd Tactical Air Force (RAF): Inter-Service and Anglo-Canadian Co-operation in WWII

2002· article· en· W2551737591 on OpenAlexaboutno aff
David Hall

Bibliographic record

VenueResearch Portal (King's College London) · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsWorld War IIAeronauticsService (business)Political scienceBusinessEngineeringLawMarketing
DOInot available

Abstract

fetched live from OpenAlex

he success ultimately enjoyed by Anglo-Canadian and American armies during the final two years of the Second World War had its roots in the effective and overwhelming air support that these armies received.First in North Africa, and later in Italy and North West Europe, American, British and Empire armies fought most if not all of their battles with the knowledge that they enjoyed unassailable air superiority throughout the battle area and, consequently, they expected considerable tactical air support.By 1944 this decisive advantage was confirmed when the twin factors of matériel superiority and common doctrine were actively combined.The latter -an accepted common doctrine -was attained through hardearned battle experience in North Africa and the resolution of a long and tortuous debate, mainly in London, over who should control aircraft on the battlefield.This debate had raged on since the end of the First World War.The two main protagonists were the British Army and the Royal Air Force, but in a small yet relevant way, tangential to its resolution, was Canadian participation.At the start of the war there were many joint and combined difficulties to overcome."When the first squadron [Royal Canadian Air Force (RCAF) army co-operation squadron] went to Britain in early 1940," wrote Canada's official historians, "it inevitably became embroiled in all the troubles which frustrated its RAF peers, in addition to those problems inherent in the broader picture of Anglo-Canadian cooperation." 2 Airmen and soldiers did not work well together at the outset of the war, and Anglo-Canadian cooperation struggled on a number of practical and political levels.However, the Anglo-Canadian partnership had as many benefits as disadvantages, especially in terms of the combined resources marshalled for war, namely matériel, manpower and, in the case of army-air co-operation, intellectual capital.

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)0.002
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.081
Threshold uncertainty score0.588

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0350.009
Scholarly communication0.0080.002
Open science0.0010.004
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0080.001

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 head0.045
GPT teacher head0.328
Teacher spread0.283 · 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
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

Citations0
Published2002
Admission routes1
Has abstractyes

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Same venueResearch Portal (King's College London)Same topicCanadian Identity and HistoryFrench-language works237,207