The Political Economy of Township Government Debt, Township Enterprises and Rural Financial Institutions in China
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
This article sheds light on the ways in which township governments mobilized resources from local financial institutions, and how failure to repay many of these loans gave rise to sizeable local government debt. Mobilization of resources was done through loans to collective enterprises whose de facto owners were township authorities. Though the enterprises were nominal borrowers, loan transactions would not have occurred without guarantees by township governments. Another way of financial resource mobilization was by establishing local informal financial organizations that were subject to less strict regulations, and over which township authorities could exercise control. Further, because the enterprises' profits and taxes ultimately went to township authorities, and the enterprises also contributed towards provision of public goods that were the authorities' obligation, enterprise financing became a roundabout way in which township authorities sought financial assistance for their fiscal needs.
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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 | 0.001 | 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 | 0.001 | 0.001 |
| 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