MétaCan
Menu
Back to cohort

Security Beyond the State: Global Security Assemblages in International Politics

2009· article· en· W2040040817 on OpenAlexaff
Rita Abrahamsen, Michael C. Williams

Bibliographic record

VenueInternational Political Sociology · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsPoliticsState (computer science)SociologyInternational relationsInternational securitySecurity studiesMedia studiesLawPublic administrationSocial sciencePolitical scienceComputer science

Abstract

fetched live from OpenAlex

To date, most discussion of security privatization in international politics has been focused on the role of private military companies and mercenaries. This article seeks to shift the focus away from the battlefields and toward the less spectacular privatization and globalization of commercial private security. Drawing on Saskia Sassen's notion of state “disassembly,” we situate the growth of private security within broader shifts in global governance. Pointing to the weakness of seeing the rise of private security as an erosion of state power and authority, we show instead a re-articulation of the public/private and global/local distinctions and relationships into what we term “global security assemblages.” Analyzing the role of private security in two such assemblages in Sierra Leone and Nigeria, we show how a range of different security agents and normativities interact, cooperate and compete, to produce new institutions, practices and forms of security governance. Global security assemblages thus mark important developments in the relationship between security and the sovereign state, structures of political power and authority, and the operations of global capital.

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)0.004
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.014
Threshold uncertainty score0.042

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0050.004
Science and technology studies0.0130.042
Scholarly communication0.0140.014
Open science0.0000.010
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.015
GPT teacher head0.373
Teacher spread0.358 · 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 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

Citations373
Published2009
Admission routes1
Has abstractyes

Explore more

Same venueInternational Political SociologySame topicPeacebuilding and International SecurityFrench-language works237,207