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Record W4399378173 · doi:10.1093/jogss/ogae019

The Liminal Figure of the Civilian and the Necropolitics of Protection

2024· article· en· W4399378173 on OpenAlexaff
Marc G. Doucet

Bibliographic record

VenueJournal of Global Security Studies · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsSaint Mary's University
Fundersnot available
KeywordsLiminalityPolitical scienceLawSociologyAnthropology

Abstract

fetched live from OpenAlex

Abstract Recent literature on contemporary humanitarian governance brings to light complex rationales of care and control that give expression to the ongoing coloniality of power. This paper examines the protection of civilians (PoC) from a similar vantage point. Over the past few decades, the goal of protecting civilians has produced a broad assemblage meant to guide military, police, and humanitarian operations in conflict environments. This paper argues that to “protect civilians” is to rationalize human life along a narrow biopolitical continuum grounded in the liminal figure of the civilian, a figure that in war can appear alive or dead. While the goal of protection is evidently to keep civilians alive, the rationality at work in the PoC assemblage has also given way to a particular form of necropolitics that enmeshes life and death. Following a familiar colonial profile, but one that functions to obscure racialization, the necropolitics at work in PoC begin with a quantificatory episteme of accounting for, and a counting of, civilian casualties. This has led to the establishment of civilian casualty tracking and mitigation cells as a model meant to generate lessons learned from civilian casualties. At work in the PoC, therefore, is a political theory of life that enmeshes a form of biopolitics and necropolitics: a politics of life and a politics of death.

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)0.004
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 score0.007
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.074
Scholarly communication0.0070.006
Open science0.0010.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0060.000

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 head0.018
GPT teacher head0.327
Teacher spread0.309 · 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

Citations5
Published2024
Admission routes1
Has abstractyes

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