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Record W7052061087

âA Question of Relevanceâ: The Establishment of a Canadian Parachute Capability, 1942â1945

2012· article· en· W7052061087 on OpenAlexaboutno aff

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2012
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsGovernment (linguistics)Work (physics)Relevance (law)Context (archaeology)GloomLimiting
DOInot available

Abstract

fetched live from OpenAlex

“The great trouble with starting anything new,” argued Brigadier-General William Mitchell, “is to break away from the conservative policy of those who have gone before.” His observation was born from his own experience as a result of the inertia which existed in the interwar years. Not surprisingly, Canada did little during this period to ensure that it was capable of participating in a modern war. The vacuum of peace was insufficient to overcome the vacillation of military and political decision makers. It was only the stunning German victories of 1939–1940, which provided the catalyst for change and a template of what a modern army required.\nPredictably, Canadian officers serving overseas in the cauldron of Europe, in May 1940, formed distinct impressions of the new techniques of warfare which had been showcased. The use of airborne forces was one such innovation but proposals to establish a Canadian parachute capability were quickly rejected. The senior military command could not visualize a role for these special troops. More important, there existed an explicit institutional hostility towards the concept. Conventional military minds spurned the distinct, special or unique, and paratroops were seen as a distraction to the serious business of building an army.\nNonetheless, the persistent efforts of Colonel E.L.M. Burns, greatly assisted by a growing American and British interest in airborne forces, eventually resulted in the organization of a modest Canadian parachute capability. The reason for this abrupt change is shrouded by inconsistencies. The relevance of a distinct Canadian airborne force was never credibly rationalized. The fact that at war’s end it was quickly dismantled provided silent testimony to its perceived utility.\nThis was the reality of the Canadian airborne experience. Despite the actual performance and unrivalled reputation of the nation’s paratroopers, they never gained the full acceptance of the military establishment. This became the legacy of Canada’s airborne soldiers. Their existence ebbed and flowed on the basis of political expediency and powerful personalities. The failure to rationalize a realistic need for airborne forces, and develop a doctrine which would guide their employment, would remain a weakness which would be the root of their eventual destruction.\nThe Canadian indifference to parachute troops in the interwar period is not surprising. With the exception of Russian and later German experimentation, airborne ideas did not figure largely in the thinking of military commanders in Britain or the United States, much less Canada. However, this lethargy, which in England and in the United States was cloaked in a mantle of slow study and experimentation, was shattered by the chaos of events in Europe. British Air Chief Marshal Sir John Slessor recalled that the “bold and brutal” German airborne operations in Norway and the Low Countries, in the Spring of 1940, deeply impressed everyone, notably Prime Minister Winston Churchill. These events became the catalyst for action.

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)0.008
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 score0.113
Threshold uncertainty score0.819

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0250.015
Scholarly communication0.0080.004
Open science0.0020.003
Research integrity0.0070.008
Insufficient payload (model declined to judge)0.0130.001

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 head0.014
GPT teacher head0.230
Teacher spread0.216 · 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
Published2012
Admission routes1
Has abstractyes

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