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Record W4405530418 · doi:10.15353/cfs-rcea.v11i3.711

A review of The Political Economy of Agribusiness: A Critical Development Perspective

2024· review· en· W4405530418 on OpenAlexaffvenue
Nil Alt

Bibliographic record

VenueCanadian Food Studies / La Revue canadienne des études sur l alimentation · 2024
Typereview
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture, Land Use, Rural Development
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsAgribusinessPerspective (graphical)PoliticsPolitical scienceEconomic systemEconomyEconomicsAgricultureGeographyComputer scienceLaw

Abstract

fetched live from OpenAlex

Maria Luisa Mendonça's recent book, The Political Economy of Agribusiness: A Critical Development Perspective, challenges the idea that agribusiness is an inevitable evolutionary process. Using a Marxist perspective, the book examines the historical development and consequences of industrial agriculture, particularly in Brazil. The author focusses on the role of international financial capital in expanding sugarcane plantations for ethanol production, contributing to land grabbing, rural displacement and deforestation. Finally, Mendonça offers examples of rural resistance led by peasant and indigenous communities of Brazil and calls for sustainable and equitable agricultural practices, advocating for agrarian reform and food sovereignty.

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.877
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.078
GPT teacher head0.299
Teacher spread0.221 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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
Published2024
Admission routes2
Has abstractyes

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