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Record W3126393443 · doi:10.3138/cras-2020-011

From Disincorporation to Rematerialization: <i> Breaking Bad</i> and the Life of Cash

2021· article· en· W3126393443 on OpenAlexvenueno aff
Joseph B. Conway

Bibliographic record

VenueCanadian Review of American Studies · 2021
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicCinema and Media Studies
Canadian institutionsnot available
Fundersnot available
KeywordsCapitalismMateriality (auditing)MaterialismAestheticsNeoclassical economicsSociologyCommodificationLiteraturePhilosophyEconomicsEpistemologyArtLawMarket economyPolitical science

Abstract

fetched live from OpenAlex

Global capitalism creates a culture of abstraction, described by Fredric Jameson as “a kind of cyberspace in which money capital has reached its ultimate dematerialization, as messages which pass instantaneously from one nodal point to another across the former material world.” The “becoming information” of money has been celebrated by technophiles like David Wolman who contends paper money is now largely the stuff of “crooks and terrorists.” And indeed, the capitalists at the centre of complex televisual crime sagas like Breaking Bad are continually frustrated by the recalcitrant materiality of their paper profits. Martin Shuster suggests that Breaking Bad amounts to a critique of Western science, specifically its tendency to “empty” the material world of meaning by prioritizing “instrumental” reason. I argue that the comical efforts of Walter White (the show’s chemistry-teaching, drug-manufacturing protagonist) and other characters to control the unruly materialism of cash represents this failure of instrumental reason, whether expressed in chemical equations or prices, to achieve fully the “dematerialization,” or what White calls the “disincorporation,” of the world. Ultimately, the unmanageable corporeality of money allegorizes the persistence of non-capitalist, material desires in mass cultural products like Breaking Bad.

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)0.002
metaresearch head score (Gemma)0.007
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: Empirical · Consensus signal: none
Teacher disagreement score0.012
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0030.017
Scholarly communication0.0120.012
Open science0.0010.002
Research integrity0.0020.003
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 head0.031
GPT teacher head0.256
Teacher spread0.226 · 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
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

Citations0
Published2021
Admission routes1
Has abstractyes

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Same venueCanadian Review of American StudiesSame topicCinema and Media StudiesFrench-language works237,207