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Record W4313160897 · doi:10.1386/mms_00086_1

Metallica the state/Metallica the war machine: A Deleuzoguattarian analysis of the world’s biggest metal band

2022· article· en· W4313160897 on OpenAlex
Andrew Thomson, Amanda M. E. Thomson

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueMetal Music Studies · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicMusic History and Culture
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsParallelsRepresentation (politics)State (computer science)Key (lock)SociologyMedia studiesEngineeringComputer sciencePolitical scienceLawMechanical engineeringComputer securityPolitics

Abstract

fetched live from OpenAlex

Metallica has offered a diverse catalogue of music and breadth of performance over their careers. As a band occupying an integral cultural placement as measured by both level of fame and influential import, many academic inroads have been opened to their work, career and music. These lines of inquiry, along with more general lines of inquiry into the genre of heavy metal itself, frequently position Metallica as the unofficial ambassadors of the music. However, despite the depth and breadth of research devoted to these areas, an underdeveloped opening exists when it comes to the potential parallels and connections between the music and actions of Metallica and the philosophical works of Gilles Deleuze and Felix Guattari, specifically their notions of the state and the nomadic war machine. These theories serve as the basis of exploration in this research and provide new considerations and perspectives of both the career of Metallica and the larger implications to the study of popular music. The relations between Deleuze and Guattari and popular music offer many connections and examples, but the work of Metallica was selected as a representation of all of these connections as they are the ideal band from which to launch and develop these notions. Metallica is a group with clear distinctive phases to their career that fall within the concepts of the war machine (1981–91) and the state (1991–2008). While Metallica is not the only example of a band that falls into these dichotomous categorizations, they offer the best opportunity to define and clarify the connections to the ideas of Deleuze and Guattari. This can then be applied to other bands, genres of music and aspects of popular culture. Metallica is symbolic of this undertheorized connection to the works of Deleuze and Guattari. While these theoretical connections to the ideas of Deleuze and Guattari may not serve as the final piece to a full comprehension of the complexities of Metallica’s controversial career, they offer insights and open nascent pathways towards further analysis of the band. This is important because they have existed both on the fringes of marginalization and as a significant part of the discourse of popular culture.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient 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 score0.780
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0040.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0140.000

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 head0.054
GPT teacher head0.246
Teacher spread0.192 · 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