MétaCan
Menu
Back to cohort
Record W2120737690 · doi:10.1111/tran.12093

A critical geopolitics of observant practice at British military airshows

2015· article· en· W2120737690 on OpenAlex

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

VenueTransactions of the Institute of British Geographers · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicGeographies of human-animal interactions
Canadian institutionsnot available
FundersUniversity of British ColumbiaEconomic and Social Research CouncilNewcastle University
KeywordsMilitarismGeopoliticsSociologyPoliticsSpectacleObject (grammar)AestheticsCuriosityRhetorical questionLawPolitical sciencePhilosophySocial psychology

Abstract

fetched live from OpenAlex

This paper demonstrates how visual cultures of militarism take shape as part of a ‘thick’ geopolitics of being‐in‐place. It draws on historical accounts of, and empirical observations at, British military airshows, which it interprets via the concept of ‘observant practice’. The paper argues that the imaginative and rhetorical force of military spectacle and popular militarism are tied to its markedly enclavic spatiality, i.e. to seeing and doing in‐place. By taking seriously the spatial and sensory experience of British airshows, the paper extends recent work in critical geopolitics that questions the spatialised politics of experience, and brings them into dialogue with cultural geographies of tourism. It provides a brief history of the spectacular origins of aviation and of the use of airshows to the practice of statecraft, and demonstrates how airshows are an important element in the cultural phenomenon of militarisation. The paper takes forward debates around ‘the vision thing’ in critical geopolitics by illustrating why the notion of observant practice should not be dissociated from consideration of the spaces in and through which militaries become the object of visual curiosity. It expands, therefore, the potential of observant practice as a critique of popular military cultures.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.227
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0010.006
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
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 head0.033
GPT teacher head0.312
Teacher spread0.279 · 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