The Contribution of Eco-island:Practice and Experience of Domestic and International Eco-regions
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
The eco-region has not been clearly defined,while its connotation has never been specifically addressed.After years of practice and research,there have been a number of related ideas and different interpretations.It is a typical mode of regional sustainable development and recycling economy.The practice and research of eco-regions always focus on the coordination of economy,society,resources,environment,and management.In China and abroad,different modes of development are brought forward,on the basis of different location and condition.For instance,Prince Edward Island of Canada is a typical mode of remote region in a developed country.Long Island of the USA is an island near the metropolis New York.Jeju Island of Korea is a free-trade area of a developing country.Hainan Island is also a developing mode.This paper attempts to analyze these different cases of eco-islands in China and abroad,and summarizes the experience to guide Chongming eco-island of Shanghai.
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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 | 0.001 |
| 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 | 0.001 |
| 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