Current Satisfaction With Government for Poverty Alleviation of the Wulingshan Region 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
From the perspective of the rural poverty regarding government’s poverty-alleviation, this paper builds the evaluation index system of government’s poverty alleviation satisfaction by Analytic Hierarchy Process (AHP) and then conducts a research into government’s poverty alleviation satisfaction in Wulingshan Region by Fuzzy Comprehensive Evaluation (FCE) method. The result shows that satisfaction rate of poor people to government is comparatively high between fairly and general satisfaction, while their satisfaction of education and health is higher than that of culture, economy and grassroots construction respectively. The paper analyses the consequence and puts forward policy implications on how to develop the Wulingshan Region.
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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 | 0.001 |
| 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 it