Food Price Inflation as Redistribution: Towards a New Analysis of Corporate Power in the World Food System
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.
Bibliographic record
Abstract
This paper outlines the contours of a new research agenda for the analysis of food price crises. By weaving together a detailed quantitative examination of changes in corporate profit shares with a qualitative appraisal of the restructuring in business control over the organisation of society and nature, the paper points to the rapid ascendance of a new power configuration in the global political economy of food: the Agro-Trader nexus. The agribusiness and grain trader firms that belong to the Agro-Trader nexus have not been mere ‘price takers’, instead they have actively contributed to the inflationary restructuring of the world food system by championing and facilitating the rapid expansion of the first-generation biofuels sector. As a key driver of agricultural commodity price rises, the biofuels boom has raised the Agro-Trader nexus's differential profits and it has at the same time deepened global hunger. These findings suggest that food price inflation is a mechanism of redistribution.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it