A New Path Seeking for Establish City Alliance in Regional Perspective to Promote Old Industrial Resource based Cities Reformation in Northeast China——A Case Study of Daqing
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
Reformation in resource-based city is a world-wide tickler, especially in Old Industrial Base in Northeast China. Focus on the regional situation when making decision is the most significant principle of planning and police devise. This dissertation insight into characters of different resource based cities in old industrial base, northeast China, and combine with various phrase of development. Take Daqing city-the engine of post transformation China industrial base——as example, in the way of quantitative and qualitative method, argue and demonstrate the necessity and approachable to breakthrough administrative boundaries, and then establish city alliance in certain region to cope with compelling situation encountering by resource based cities together. In the aim of provide a valuable experience in tackle with resource based cities problems.
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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