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Record W4414810196 · doi:10.1177/13540661251369185

‘Baleful influence’: a conceptual analysis of militarism

2025· article· en· W4414810196 on OpenAlexaff
Bryan Mabee, Srdjan Vucetic

Bibliographic record

VenueEuropean Journal of International Relations · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Security, and Conflict
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsMilitarismAppealPoliticsInternational relationsSet (abstract data type)Conceptual frameworkKey (lock)

Abstract

fetched live from OpenAlex

Militarism, broadly defined as a set of social practices that highlight the utility of organised violence, plays a central role in global security and military affairs. Yet International Relations (IR) research has long struggled with militarism. This paper considers the capacity of existing conceptual and methodological approaches to engage with the concept, in turn assessing militarism’s candidacy to become a ‘core concept’ in the field. We first highlight the diverse and evolving usage of the concept of militarism over time and across different knowledge forms. From there, we move on to examine key tensions within IR accounts, suggesting that ‘historical’, ‘scientific’ and ‘political’ approaches stand to gain from a more rigorous engagement with each other. We conclude with an appeal for sustained attention to militarism as concept and its historical and political dimensions in particular.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.624
Threshold uncertainty score0.926

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.020
GPT teacher head0.314
Teacher spread0.295 · 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 designObservational
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

Citations0
Published2025
Admission routes1
Has abstractyes

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