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Record W1539245918 · doi:10.1515/jms-2016-0186

Narrative approach to the art of war and military studies - Narratology as military science research paradigm

2014· article· en· W1539245918 on OpenAlex
Jan Hanska

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Military Studies · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicMilitary History and Strategy
Canadian institutionsnot available
FundersUniversity of TorontoHarvard UniversityOhio State UniversityPrinceton UniversityOhio State University Press
KeywordsNarratologyNarrativeArgument (complex analysis)ToolboxEpistemologySociologyMilitary theoryOntologyEngineering ethicsMilitary sciencePolitical scienceComputer scienceLinguisticsLawPhilosophyEngineering

Abstract

fetched live from OpenAlex

Abstract The purpose of this article is to initiate discussion into the role narratives could play in military studies. Narratology is an old and well-established research paradigm that first emerged as part of the linguistic turn. Yet its potential has not been depleted. It is the study of narratives or stories. There are plenty of topics not yet approached from this perspective especially in the field of military studies. The military academia needs to broaden its scope of research and allow for alternative orientations and theories to be used to address traditional dilemmas, create new research paradigms and enrich the variety of analysis. Critical security studies approach shared topics with military studies by embracing the aesthetic turn that differentiates between the representation and the represented. The argument in this article is that to produce comprehensive information on its research topics military studies would benefit from embracing them as people experience them and not focus on their ontology. The article does not offer a methodological toolbox to the reader but rather an introduction to some classics of narratology and offers a few insights how this type of approach could be used in military history, strategy, operational art or even leadership studies.

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.

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)0.017
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.284
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0170.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0030.012
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.122
GPT teacher head0.414
Teacher spread0.292 · 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