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Record W4388030032 · doi:10.5040/9798400628986

Commissions of Inquiry and National Security

2010· book· en· W4388030032 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typebook
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHuman rightsNational securityPublic administrationLatin AmericansGovernment (linguistics)PoliticsEuropean unionLawBusinessInternational trade

Abstract

fetched live from OpenAlex

This text presents a comparative, international study of commissions of inquiry that have been convened in response to extraordinary failures and scandals. In recent years, commissions of inquiry have been common to the politics of the United States, Britain, Canada, and Australia. Recent years have seen a much wider range of states establish commissions of inquiry into intelligence and security issues, and they have also played important roles in transitions in Latin America and Eastern Europe. Commissions of inquiry are no longer even the exclusive preserve of states, as transnational institutions such as the United Nations and European Union have begun to convoke them. This groundbreaking book comprehensively examines commissions of inquiry around the world, which have become important and increasingly invoked tools to discover truth, curb abuses, and reconcile national security imperatives with the constraints of law and human rights. It offers timely insights for national security analysts, government officials, diplomats, lawyers, scholars, human rights monitors, students, and citizens.

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)0.003
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.017
Threshold uncertainty score0.103

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0080.015
Scholarly communication0.0130.010
Open science0.0010.004
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0100.002

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 head0.029
GPT teacher head0.339
Teacher spread0.310 · 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 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

Citations18
Published2010
Admission routes1
Has abstractyes

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