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Record W4391208001 · doi:10.5040/9798400691997

North American Homeland Security

2008· book· en· W4391208001 on OpenAlexaboutno aff
Imtiaz Hussain, Satya R. Pattnayak, Anil Hira

Bibliographic record

VenueGreenwood Publishing Group Inc. eBooks · 2008
Typebook
Languageen
FieldSocial Sciences
TopicMilitary and Defense Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHomeland securityHomelandPolitical scienceComputer securityComputer scienceTerrorismLawPolitics

Abstract

fetched live from OpenAlex

<JATS1:p>Did 9/11 revive a North American guns-butter trade-off? Established in the largest administrative overhaul since World War II, the Department of Homeland Security was charged with keeping the United States safe within a wider security community, but confronted the Washington Consensus-based Western Hemisphere free trade movement, beginning with the North American Free Trade Agreement (NAFTA) and extending to the Central American Free Trade Agreement (CAFTA) in 2003, to materialize a Free Trade Area of the Americas (FTAA) compact. Whether 9/11 restrictions impeded these trade-related thrusts or not, embracing neoliberalism permitted Canada and Mexico to pursue their own initiatives, such as proposing free-trade to the US—Canada in 1985, Mexico in 1990, but, as during the Cold War, security imperatives ultimately prevailed.</JATS1:p> <JATS1:p>This work investigates Canada's and Mexico's Department of Homeland Security responses through three bilateral studies of policy responses along comparative lines, case studies of security and intelligence apparatuses in each of the three countries, and a post-9/11 trilateral assessment. Ultimately, they raise a broader and more critical North American question: Will regional economic integration continue to be trumped by security considerations, as during the Cold War era, and thereby elevate second-best outcomes, or rise above the constraints to reassert the unquenchable post-Cold War thirst for unfettered markets replete with private enterprises, liberal policies, and full-fledged competitiveness?</JATS1:p>

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.266
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0030.003
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.021
GPT teacher head0.242
Teacher spread0.221 · 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; both teacher heads agree on what is shown here.

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

Citations2
Published2008
Admission routes1
Has abstractyes

Explore more

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