Zoning Transformation at Sport Center and Its Influence Toward Housing-Case Study: Arcamanik Sport Center and Arcamanik Housing in Indonesia
Bibliographic record
Abstract
Housing and settlements in Indonesia continue to grow to meet the needs of people in their homes. This increase is growing with other facilities, to become a sports facility, as happened in Arcamanik settlement, in city of Bandung, Indonesia. In development of its housing function, there are other function changes that occur in the residential building. That is a change of dwelling house that develops as a place of business. These housing and settlements prioritize quality of community life by building public and social facilities, especially in the health sector such as the Sport Center area. Activity of this sports center is growing up to the national game in Indonesia. By doing research on the activities of the sports center that occurred, and development of changes in function of housing, the resulting transformation zoning that occurs. Expected to improve the health and success of urban areas.
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How this classification was reachedexpand
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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".