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Canada: Very “Civil” Military Relations

2021· reference-entry· en· W3124696330 on OpenAlexaboutno aff
Joël J. Sokolsky

Bibliographic record

VenueOxford Research Encyclopedia of Politics · 2021
Typereference-entry
Languageen
FieldEconomics, Econometrics and Finance
TopicDefense, Military, and Policy Studies
Canadian institutionsnot available
Fundersnot available
KeywordsNorth Atlantic TreatyPolitical sciencePeacekeepingCivil–military relationsTreatyPoliticsStrategic studiesLawDemocracyPublic administrationPolitical economySociology

Abstract

fetched live from OpenAlex

Civil–military relations in Canada are “civil” not because Canadians are inherently “nice,” but because there is not much opportunity, incentive, or fodder for serious and intensive disagreement over defense policy between the military and the political leadership. This does not mean that disagreements do not arise or that the military has not chaffed from time to time under Canada’s relatively strict liberal-democratic traditions of civilian control over the military. Moreover, it is not the structure, traditions, and practices of government in Canada that best explain the relatively ordered nature of civil–military relations. Rather, one must look to the very nature of the Canadian defense and security situation. While Canada is also known for, and at times has vigorously promoted, its contributions to collective security through United Nations (UN) peacekeeping operations, it has been its participation in the North Atlantic Treaty Organization (NATO) and the North American Aerospace Defence Command (NORAD) that has determined almost all of defense policy and the posture and major weapons systems of the Canadian Armed Forces (CAF). This has had profound implications for civil–military relations in Canada and also accounts for the relatively “civil” tone, and the lack of tension and controversy, in those relations. This has meant that Canada’s political leaders and the senior leadership of the CAF have not had to engage in intensive “dialogue” on alternative conceptions of the international strategic environment and what a Canadian “grand strategy” should be in order to guide how the Canadian forces should be postured and equipped to meet security challenges. Canada does have a “grand strategy”; it is just not that grand. In the end, what tempers and smooths civil–military relations in Canada is that the CAF remains supportive of Canada’s not-so-grand grand strategy and accompanying expeditionary strategic culture, even if that culture is disciplined by a fiscal efficiency that sometimes seeks to extract as much international involvement out of as few military assets as possible. It is well understood on both sides of the civil–military divide that the CAF needs to maintain the confidence of political leaders to be effective in supporting the foreign policy objectives of the government through the applied or apprehended use of force when requested. In order to achieve this, the senior officer corps and the military apparatus must be cognizant of the breadth of nonmilitary factors that play into civil–military relations. Acknowledging that the scope of policy choices is inherently limited by international factors beyond Canada’s control, the importance of domestic priorities, and the access that Canadian politicians have to military expertise and assessments from other sources, the CAF has, for the most part, unobtrusively provided its political master with advice consistent with the realities facing Canadians at home and abroad. Even here, however, the Canadian military, perhaps more than most, understands the unequal character of its dialogue.

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)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), 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: none
Teacher disagreement score0.428
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.070
GPT teacher head0.298
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

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

Citations1
Published2021
Admission routes1
Has abstractyes

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