Measures for Improvement of the Land Acquisition and Compensation System in Urban-Rural Integrated Construction Land Market
Why this work is in the frame
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Bibliographic record
Abstract
The report on the 3rd Plenary Session of the 18th Central Committee of CPC elaborated on the establishment of urban-rural integrated construction land market and pointed out the direction for the future land reform. During the process of building the urban-rural integrated construction land market, land acquisition and compensation is the core issue. In the current land acquisition and compensation system, problems like too low standard for land compensation, unreasonable distribution mechanism of the acquisition benefits and a lack of transparency in the acquisition procedure exist. This paper aims to solve these problems through reestablishing the compensation principle for land acquisition , establishing the scientific and reasonable compensation mode for land acquisition, raising the compensation standard and perfecting the land acquisition and compensation procedure.
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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 | 0.000 | 0.000 |
| 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