The crises inherent in the success of the global 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
Food systems around the world are increasingly interwoven into a global network. The dominant productionist paradigm emphasizes aggregate production volumes, a focus on few key products, and the dominant role of large exporting countries and transnational corporations. This article proposes a new conceptualization of food systems that illuminates the unequal structure and the lock-ins of this network. The global network of national food systems manifests as a center–periphery constellation where the resilience of many food systems is fatefully undermined. This article also explores the reasons why the successes of the productionist paradigm are accompanied with severe problems, including the potential of global food crises. Increasing vulnerability to crises is an inherent feature of the tightly networked global food system. As a way forward, we propose a transformation pathway based on the notion of “next best transition steps.” A key idea is to afford agency and transformative resilience to those currently in the periphery of the global food system.
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 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 | 0.001 | 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