Local–national political trust patterns: Why China is an exception
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
Is political trust in China anomalous? In most countries there are systematic differences in the level of trust in national and local government that take one of three patterns. In some countries, individuals trust the national government more than local government (hierarchical trust); in others individuals trust local government more than national government; while in some countries individuals trust both levels of government equally. Of 11 Asian societies, the only country where hierarchical trust predominates is China. Elsewhere the norm is to put more trust in local levels of government. While previous studies have described the pattern of trust in China, no study has considered relative trust as an outcome or comparatively. Taking advantage of the 2006 and 2010 Asian Barometer Survey data we consider whether the hierarchical trust pattern in China is the result of political control, culture, and/or performance. We find that political control explains the hierarchical trust pattern in China.
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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 | 0.002 | 0.002 |
| 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 | 0.003 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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