Coordination Mechanism Research of Ecological Civilization Construction——A Case Study of Northeast Old Industrial Base
Why this work is in the frame
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Bibliographic record
Abstract
Based on the previous research results,this paper analyzed the necessity and the urgency of ecological civilization construction of the northeast old industrial base from following four perspective,the urbanization and industrialization,the game of property rights region,the boundless ecology and possessive management,the negative influence of ecology on regional development.This paperproposed the several enduring effectmechanisms on coordinating ecological civilization construction,which contained intergovernmental organizations coordination and institutional guarantee mechanism,environmental mainstream departments coordination,and company typed ecological compensation mechanism,the industrial regulation mechanism,intensive development mechanism,technology supporting mechanism between local development and ecological civilization,the distinguishing and multidimensional evaluation mechanism,as well as the educational leading and public participation mechanism of ecological civilization construction.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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