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Record W2320989973 · doi:10.5304/jafscd.2013.041.010

Concentration, Consolidation, and Control: How Big Business Dominates the Food System

2013· article· en· W2320989973 on OpenAlexaff
Steven Dukeshire

Bibliographic record

VenueJournal of Agriculture Food Systems and Community Development · 2013
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture, Land Use, Rural Development
Canadian institutionsDalhousie University
Fundersnot available
KeywordsGlobalizationChampionFood systemsPoliticsPolitical economySustainabilityCapitalismConsolidation (business)Government (linguistics)EnforcementPolitical scienceBusinessFood securityDevelopment economicsMarket economyEconomicsLawAgriculture

Abstract

fetched live from OpenAlex

First paragraphs: Foodopoly, a meticulously researched book by Wenonah Hauter, is primarily a case study focused on a single country that traces the historical and political changes that have transformed the food system. The book highlights how business and political elites have altered regulatory and business institutions to create the conditions whereby large food conglomerates can operate unfettered, and with the aid of a government seemingly interested in serving business over public interests. Inevitably, as has happened in so many other countries, and as detailed in Foodopoly, the result of this shift to a globalized food system has had many detrimental impacts. These now all-too-familiar negative consequences of globalization include farmers being driven off their land, exploitation of workers in factories with dismal working conditions, environmental degradation due to weakening laws and limited enforcement, and questionable food safety and animal welfare practices. However, what grabs one's attention in Foodopoly is that this case study is not based on a small, developing nation, but rather on the United States of America, the bastion of capitalism and champion of globalization. Foodopoly effectively points out that the United States is not immune to the negative impacts of globalization and sounds the alarm that the health and sustainability of the country's food system are under threat. It is clear from the beginning of the book what Hauter's position is on the current food system. She believes that consolidation and concentration has undermined food policy, fostered an unsafe and unsustainable production and distribution system, and led to the demise of the family farm. The body of the book is a riveting account of how business and political forces combined to use their power to reshape the food system to favor a few corporate elites at the expense of both the social and physical environments. The final chapters suggest a way forward, but lack the intensity of the main narrative. For although Hauter correctly asserts that change needs to happen at the policy level, the reader is left wondering what role she or he can play to effect the required policy reforms....

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 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
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.640
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
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 head0.016
GPT teacher head0.177
Teacher spread0.160 · 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 teacher head, not a consensus.

Study designObservational
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

Citations5
Published2013
Admission routes1
Has abstractyes

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