Achieving Sustainable Urban Development for Indonesia's New Capital City
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
Jakarta and the entire Jabodetabek Region is since many years and growingly burdened by heavy symptoms of mega-urban overload.Against this background, the Indonesian government in 2019 announced the plan to relocate it to the newly built capital city, Nusantara, in the east of Kalimantan.The objective of this research is to analyze plans for sustainable development in Indonesia's new capital city.This research uses a qualitative approach through in-depth interviews with experts and spatial analysis.The results show that the capital city of Nusantara is supported by programs that include the concept of sustainable development.This is demonstrated through plans to develop large green open spaces, environmentally friendly and integrated transportation systems and modes, balanced land use, a green economy and livable and intelligent housing areas.However, it seems that there are still shortcomings in terms of disaster risk mitigation and social aspects.This needs to be followed up with additional programs in the future.
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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 | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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