Reconsolidation of state power into urbanising villages: Shareholding reforms as a strategy for governance in the Pearl River Delta region
Bibliographic record
Abstract
Shareholding Cooperatives (SCs) are the officially recognised organisations responsible for managing villagers’ collectively owned assets. In recent years, massive land requisitions in the Pearl River Delta region have led many villages to experience a rapid expansion in their collective assets, highlighting the indispensable role of SCs in reshaping the landscape of local governance. Based upon an in-depth case study of the Guangzhou Luogang District, this study shows that the local state has engaged with shareholding reforms to achieve two main objectives: inducing compliance amongst villagers and promoting the accountability of village cadres in the management of collective assets. These empirical findings suggest that shareholding reforms were not simply a process of market building or property rights reforms driven by local initiatives. Rather, they should also be interpreted as a process of state power reconsolidation, whereby the local government sought to regain its control over the urbanising villages.
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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 | 0.001 | 0.001 |
| 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 | 0.001 |
| 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".