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Record W2030141957 · doi:10.1080/14650040590946647

The Frustrations of Geopolitics and the Pleasures of War:<i>Behind Enemy Lines</i>and American Geopolitical Culture

2005· article· en· W2030141957 on OpenAlexaboutno aff
Gearóid Ó Tuathail

Bibliographic record

VenueGeopolitics · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Relations and Foreign Policy
Canadian institutionsnot available
FundersU.S. Department of DefenseNational Science Foundation
KeywordsGeopoliticsAdversaryPolitical sciencePolitical economySociologyLawPoliticsComputer security

Abstract

fetched live from OpenAlex

This paper considers the film Behind Enemy Lines, made before 11th September 2001 but rush released soon after, as a cultural and commercial product which provides insights into American geopolitical culture. It argues that the movie's storyline is an articulation of a Jacksonian tradition in American geopolitical culture involving a drama of remasculinization. It also argues that the film is a mythic rendition of morally ambiguous American military engagement with the Bosnian war. Finally, it examines the film as an expression of the structure of feeling of post-9/11 American militarism. That structure of feeling is characterized by impatience with the pragmatics of multilateral diplomacy, and strong desire for the pleasures of the unilateral action and morally righteous violence.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.028
Threshold uncertainty score0.055

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0090.014
Scholarly communication0.0080.003
Open science0.0010.003
Research integrity0.0010.004
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 head0.010
GPT teacher head0.308
Teacher spread0.299 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations34
Published2005
Admission routes1
Has abstractyes

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