Risky Returns: The Implications of Financialization in the 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
ABSTRACT This article examines the rise of financialization in the agrifood sector and maps out both the way it has unfolded as well as its implications. The article argues that financialization has opened up new arenas for capital accumulation in the agrifood sector; reshaped the agrifood firms in ways that respond to demands of shareholders; and transformed everyday practices of food and social provisioning. The authors make the case that these three broad processes, while each important in their own right, are interconnected and mutually reinforcing. The article also argues that the complex iteration of financialization in the agrifood sector carries three important implications for the long‐term social and ecological sustainability of food and agricultural provisioning: it exacerbates the existing imbalances of power and wealth in the food system; it increases economic and ecological vulnerabilities within agrifood systems; and it has evolved in ways that impede and dampen collective demands for change and resistance. Taken together, these wider implications of financialization in the agrifood sector present a direct challenge to the ability of food systems to provide livelihoods and food security over the long term.
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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 | 0.000 |
| 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) | 0.000 | 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