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Record W3144444293 · doi:10.3366/cult.2021.0230

Uniforms and Commercial Culture: Constructing a Vision of Warfare in Pre-Great War Britain

2021· article· en· W3144444293 on OpenAlexaff
Christopher Leach

Bibliographic record

VenueCultural History · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicFashion and Cultural Textiles
Canadian institutionsUniversity of the Fraser Valley
Fundersnot available
KeywordsAnachronismRepresentation (politics)Modern warfareNationalismHistoryVariety (cybernetics)Meaning (existential)ModernityVisual cultureEmpireAestheticsMedia studiesLawSociologyVisual artsArtPolitical scienceAncient historyPoliticsPsychologyArtificial intelligence

Abstract

fetched live from OpenAlex

Uniforms carry cultural meaning shaped by their interaction with military realities. They can communicate tradition but also anticipate change. Prior to the Great War, British Army uniforms had developed from the familiar red tunic to khaki, but the manner of their representation in the mass culture confirmed a continuity and correctness of the British way of war that ran against the emerging industrialization of warfare. Wearing familiar uniforms linked to the past and concurrently fighting what seemed like anachronistic ‘small wars’ in empire as reported in the press, what awaited the volunteers of 1914–15 could not have been anticipated by those consumers of the commercial culture. This article uses a variety of sources, from the illustrated adult and juvenile press, paintings, and toys, to reveal the link between uniforms and the representation of warfare in the fifty years prior to the Great War. In that representation we see not just the glorification of war that cultural historians attach to gendered, imperialist, or nationalist meanings. This article argues that the role of uniforms in the representation of warfare was a means by which to make it knowable and worthwhile for the consumer public. But by representing past and contemporary uniforms quite accurately, the writers and artists imposed a sense of military continuity at a time when war was changing.

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)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.053
Threshold uncertainty score0.106

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0070.027
Scholarly communication0.0110.004
Open science0.0010.004
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.034
GPT teacher head0.245
Teacher spread0.210 · 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 designQualitative
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
Published2021
Admission routes1
Has abstractyes

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