Smallholders and the spread of capitalism in rural Southeast Asia
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: Although capitalism is now widely seen to be the world's only remaining form of political economy, most discussion of capitalism is vague regarding what it is and gives it little analytical importance. In this paper, I attempt to determine whether two more explicit conceptions of capitalism – those of Ellen Meiksins Wood and Hernando de Soto – can shed any light on the literature on rural smallholder commodity production in the Asia Pacific, and vice versa. I use the papers collected in this volume to analyse the relevance of ‘market dependence’ (Wood) and the various ‘mysteries of capital’ (de Soto) for agrarian relations in the Asia Pacific. The paper tries to point towards a definition of capitalism that distinguishes it from such related terms as commercialisation, markets, and globalisation.
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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