Study on Present Pattern of Urban Public Sports Spatial Structure——A Case Study of the Central Urban District in Shanghai
Why this work is in the frame
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Bibliographic record
Abstract
Taking central area of Shanghai as a typical investigation field,this paper discusses the present pattern of urban public sports spatial structure mainly through methods of analysis of ArcGIS.The result shows that the overall service level of central area's public sports space is low.Residential area is seriously shortage of public sports space,which not only affects the overall service level,but also restrict residents to participate in physical exercise.The shortage of residential quarter level public sports space affects the completion of the goal of 500m body-building circles.Public sports space of all levels shows a core-edge structure characteristics without exception,and shows the prevalence of domestic excellence,overseas troubles situation.The construction center of public sports space in the future should shift from inner ring to middle and outer ring.
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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 | 0.000 |
| 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