The Administrative Foundations of the Chinese Fiscal State
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
On subjects ranging from trade to democratization, there has lately been a wave of laments about China's development belying Western expectations. Yet these disappointments often come with misunderstandings of the very institutions that China was expected to adopt. Chinese taxation offers a sharp illustration. When China introduced a tax system suited for the market economy, it fully intended tax collection to rely on self-assessment, audits, and the rule of law. But this Western approach was quickly jettisoned in favour of one that emphasized monitoring of taxpayers and ex ante interventions, at the expense of deterrence and truthful reporting norms. The Chinese approach surprisingly matches recommendations made by recent economic scholarship on tax compliance and state capacity. China's massive but little-known explorations in taxation highlight the distinct types of modern state capacity, and raise challenging questions about the future of taxation and the superiority of institutions based on rule of law.
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 | 0.000 | 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 | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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