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Record W2605625963 · doi:10.1177/0263775817703663

Capital’s logistical fix: Accumulation, globalization, and the survival of capitalism

2017· article· en· W2605625963 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.

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

Bibliographic record

VenueEnvironment and Planning D Society and Space · 2017
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCapitalismAppropriationGlobalizationArgument (complex analysis)ReproductionCirculation (fluid dynamics)Capital (architecture)CommodityConsumption (sociology)Production (economics)Economic systemEconomicsMarket economyNeoclassical economicsEconomyPolitical scienceSociologySocial scienceGeographyLaw

Abstract

fetched live from OpenAlex

The growth and transformation of logistics have been attributed to a specific confluence of forces that compelled firms to turn their attention to the circulation of commodities in the second half of the 20th century. This article seeks to develop a more theoretically informed account of the logistics revolution by delineating the industry’s role in promoting the accumulation of capital and the reproduction of capitalism. Drawing on Marxian geographical thought, I contend that the logistical turn of the past five decades has facilitated a multifaceted “spatial fix” to capitalism’s chronic problem of overaccumulation—one that has reconfigured the geographies of circulation as well as production, consumption, and appropriation. This argument has important implications for our understanding of globalization. By enhancing the mobility of both commodity capital and the production process itself, advances in logistics have been an essential, albeit neglected, condition of global economic integration since the 1970s.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.111
Threshold uncertainty score0.687

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.031
GPT teacher head0.269
Teacher spread0.238 · 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