Peasants and the art of farming : A Chayanovian manifesto
Bibliographic record
Abstract
Many impressive studies on the changing nature of the global food system have been published, and nearly all address changes at the macro level. The far less visible changes occurring at the micro level have received relatively little attention, especially in the realm of critical rural studies. This book is a reflection of the far reaching and complex transformations of food systems that have occurred as a result of liberalization and globalization. This book focuses on the structure and dynamics of peasant farms and the historically highly variable relations that govern the processes of labour and production within the peasant farms. Jan Douwe van der Ploeg argues that peasant agriculture can play an important, if not central, role in augmenting food production and creating sustainability. However, peasants today, as in the past, are materially neglected. By building on the pioneering work of Chayanov, this book seeks to address this neglect and to show how important peasants are in the ongoing struggles for food, food sustainability and food sovereignty.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".