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Record W3135902082 · doi:10.24908/ss.v19i1.14068

Representations of Surveillance and Perceptual Technologies at Military Museums

2021· article· en· W3135902082 on OpenAlexaffabout
Kevin Walby, Haley Pauls

Bibliographic record

VenueSurveillance & Society · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicMuseums and Cultural Heritage
Canadian institutionsUniversity of Winnipeg
Fundersnot available
KeywordsInvisibilityPerceptionCamouflageConflationSociologyVisibilityVisual artsNarrativeHarmFocus (optics)AestheticsPsychologyComputer scienceEpistemologySocial psychologyArtGeographyArtificial intelligence

Abstract

fetched live from OpenAlex

Drawing from fieldwork at military museums across Manitoba, Canada, we explore the objects and narratives used to curate museum displays featuring what Bousquet (2018) calls “military perception.” Using Bousquet’s categories of military perception to organize our analysis, we examine how these museums position scopes, sonars, camouflage, and other devices meant to create visibility or invisibility as aesthetic objects rather than as instruments enabling state violence. With a focus on curatorial strategies and the arrangement of objects at these museums, we explore how surveillance and camouflage displays are organized to minimize the harm that military interventions cause and align the affect of the viewer with the form of Canadian nationalism animating the museum and against “enemy” others and spaces, a process we refer to as encasement. In conclusion, we reflect on what our analysis adds to literature on military museums and representations of surveillance.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.209
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.022
GPT teacher head0.237
Teacher spread0.215 · 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.

Study designNot applicable
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

Citations3
Published2021
Admission routes2
Has abstractyes

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