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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 OpenAlexaff
Andrew Thomson, Amanda M. E. Thomson

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.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.014
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0050.012
Scholarly communication0.0050.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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

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

Citations1
Published2022
Admission routes1
Has abstractyes

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