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Record W6993093640

NORAD’S maritime warning mission: why the only new mission? the limits of functionalism

2021· dissertation· en· W6993093640 on OpenAlexaboutno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2021
Typedissertation
Languageen
FieldSocial Sciences
TopicMilitary and Defense Studies
Canadian institutionsnot available
Fundersnot available
KeywordsFunctionalism (philosophy of mind)CyberspaceMandateWarning systemMaritime securityNational securityArms control
DOInot available

Abstract

fetched live from OpenAlex

This thesis asks why was only a maritime warning mission added to the binational North American Aerospace Defense Command’s (NORAD) existing aerospace warning and control mandate and not other missions? There were other viable options that could have come from the fallout of 9/11 to improve security and defence of North America such as maritime surveillance, maritime control, not to mention land and the cyberspace domains. In the end, NORAD was assigned only maritime warning in 2006. Using the international relation theory of functionalism as a framework to understand Canada-US defence policy decisions and joint defence initiatives, the maritime warning mission addition can be partially explained but it is not sufficient. By investigating from the Cold War era when NORAD was established until the post 9/11 era when the command was eventually signed in perpetuity, this thesis argues that functionalism alone is insufficient. It is not just a functional logic and the need for specific functional-technical solutions that underscores the origins and continued existence of NORAD as a binational organization but also the unique nature of the Canadian brand of functionalism where the Canadian military, in reality, takes the lead in shaping security decisions that favour and prioritize US decisions. This investigation concludes maritime warning was adopted by NORAD because it was the least controversial and was acceptable to Canadian and US military “professionals” in NORAD.

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)0.005
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.671
Threshold uncertainty score0.654

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0090.034
Scholarly communication0.0060.005
Open science0.0010.002
Research integrity0.0010.003
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 head0.033
GPT teacher head0.257
Teacher spread0.224 · 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 designQualitative
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
Published2021
Admission routes1
Has abstractyes

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