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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

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. 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?

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient 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 score0.308
Threshold uncertainty score0.987

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.000
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.3080.121

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; a candidate call from one source (direct Gemma or distilled Codex), 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

Citations2
Published2008
Admission routes1
Has abstractyes

Explore more

Same venueGreenwood Publishing Group Inc. eBooksSame topicMilitary and Defense StudiesFrench-language works237,207