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Record W4385592968 · doi:10.59962/9780774836890-002

Foreword

2018· book-chapter· en· W4385592968 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of British Columbia Press eBooks · 2018
Typebook-chapter
Languageen
FieldSocial Sciences
TopicMilitary and Defense Studies
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Canada's security in the context of our relationship with the United States and the way we think about North American defence is a subject of ongoing discussion and debate.Through this book, Richard Goette offers us a first-row seat to an era that was instrumental in the development of military command and control principles and resulting arrangements between Canada and the United States that endure to this day.These principles not only apply to NORAD but also guide us in renewed discussions about the best way to defend the North American continent while preserving Canadian sovereignty.NORAD was formed initially in response to the single threat of long-range nuclear-armed bombers; sixty years later we now face a far more complete and difficult defence problem.If we only look at modern capabilities that can reach out and threaten North America (loosely defined as the territories, airspace, and maritime approaches to Canada and the United States), it is clear that the three oceans surrounding our continent no longer represent the obstacles to an adversary that they once did.Ballistic missiles, precise and very long-range airand sea-launched cruise missiles, and cyber and space capabilities are all redefining and multiplying potential threats to both our nations.These modern security challenges and the potential solutions they bring raise the very same concerns about sovereignty and command and control arrangements that were dealt with from the onset of the Second World War to the creation of NORAD in 1957.Canadians assigned to NORAD live Canadian sovereignty every day; in defending Canada and the United States we exercise and defend Canadian sovereignty as well.As in the past, our relationship with our US counterparts within the NORAD enterprise remains one of mutual respect and service to both our nations.The fact that we still maintain this type of relationship some sixty years after NORAD's creation is revealing: our history, so eloquently described through this book, is testimony to our achievements and is also an essential compass for the future as we continue to seek solutions to the potential threats that affect both nations.

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 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: Other
Teacher disagreement score0.443
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.024
GPT teacher head0.208
Teacher spread0.184 · 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
Published2018
Admission routes1
Has abstractyes

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