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Record W38571738

Review and Oversight of National Security Activities With Some Reflections on Canada's Arar Inquiry

2008· article· en· W38571738 on OpenAlexaffabout
Kent Roach

Bibliographic record

VenueSSRN Electronic Journal · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicMilitary and Defense Studies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsLegislaturePolitical scienceCommissionNational securityExecutive branchGovernment (linguistics)Public administrationState (computer science)TerrorismExecutive directorLawManagementEconomics
DOInot available

Abstract

fetched live from OpenAlex

The concluding chapter of Philip B. Heymann's and Juliette N. Kayyem's Protecting Liberty in the Age of Terror is devoted to the very important subject of oversight of extraordinary measures. This chapter contains several important insights with respect to review and oversight of the state's increased national security activities in the post-9/11 era. First, the authors argue that oversight should be concerned not only with the fairness of extraordinary measures, but their effectiveness. Second, they argue that that the task of oversight must be divided between both the legislature and the executive and that internal checks within the executive branch ought to be increased. Drawing on these insights, the authors conclude with three main recommendations: (1) that a nonpartisan commission be created to provide for continuing annual and comprehensive reviews of anti-terrorism measures that have significant effects on rights; (2) that Inspectors General within the executive be required to provide systemic reviews of the extraordinary powers exercised by their respective agencies; and (3) that an interagency committee of Inspectors General be formed to conduct joint reviews of agencies that use different extraordinary powers for a shared purpose. In this comment, I will argue that many of Professor Heymann's and Kayyem's insights about the importance and challenges of oversight of the state's increased national security activities are correct and should be heeded. Review is a task for all branches of government including the independent judiciary, specialists in the executive branch and generalists in the legislative branch. It is also important for review bodies to share information, be subject to co-ordination and conduct joint reviews. Co-ordinated review is necessary to mirror and match increased linkages between various agencies with national security mandates and the creation of a whole government approach to the prevention of terrorism. The expansion of national security activities requires new institutions to ensure effective review and public confidence in what are often secret activities. I also explore the relation between review to determine the propriety and the efficacy of the state's security strategies.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.706
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.031
GPT teacher head0.309
Teacher spread0.277 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations2
Published2008
Admission routes2
Has abstractyes

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