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Record W2282493787

The Policy of Neglect: The Canadian Militia in the Interwar Years, 1919-39

2008· other· en· W2282493787 on OpenAlexaboutno aff

Bibliographic record

VenueTUScholarShare (Temple University) · 2008
Typeother
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsNeglectPolitical scienceHistoryEconomic historyMedicinePsychiatry
DOInot available

Abstract

fetched live from OpenAlex

The Canadian Militia, since its beginning, has been underfunded and under-supported by the government, no matter which political party was in power. This trend continued throughout the interwar years of 1919 to 1939. During these years, the Militia's members had to improvise a great deal of the time in their efforts to attain military effectiveness. This included much of their training, which they often funded with their own pay. They created their own training apparatuses, such as mock tanks, so that their preparations had a hint of realism. Officers designed interesting and unique exercises to challenge their personnel. All these actions helped create esprit de corps in the Militia, particularly the half composed of citizen soldiers, the Non-Permanent Active Militia. The regulars, the Permanent Active Militia (or Permanent Force), also relied on their own efforts to improve themselves as soldiers. They found intellectual nourishment in an excellent service journal, the Canadian Defence Quarterly, and British schools. The Militia learned to endure in these years because of all the trials its members faced. The interwar years are important for their impact on how the Canadian Army (as it was known after 1940) would fight the Second World War. To put it simply, the interwar years forced the Militia to focus on officer, NCO, and specialist development, creating a highly trained and effective nucleus of key personnel. This leadership core led Canada's land-based contribution to the war effort. Another important factor in the Canadian Army's performance was the Militia's interwar interest in mechanization, which revealed a remarkably progressive strain in this neglected organization.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.065
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.018
GPT teacher head0.230
Teacher spread0.212 · 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 teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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
Published2008
Admission routes1
Has abstractyes

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