Studio Perancangan Arsitektur Kota: Kampung Wisata Hijau Organik Cilegong, Desa Mekarwangi
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 formal housing expansion by private property developers in Tangerang District has the potential to generate "urban void" due to the degradation of the quality of local informal settlements into slums. Between the rich and the poor do not have shared space, to meet and to communicate, but instead hindered by the construction of a concrete wall separating the two sides with a lame gap. Mekarwangi Village is one of the villages in Kecamatan Cisauk, Tangerang Regency, which some part of the area will be built formal housing. To overcome the negative impact, it is necessary step in integrating it with formal housing. One of them is to plan a comperhensive settlement design, but also affordable and in accordance with the local character, and promote sustainability. Community service activities are integrated along side with research into the teaching; the course Urban Design Studio. Beside lecturers and students, this activity also involved the local residents and local agencies. The scope of this case study is in one neigborhoods of Mekarwangi Village; Kampung Cilegong. How the settlement planning and design will be suitable for Kampung Cilegong? This research uses qualitative method to get deeper problem. This study aims to find a solution for Mekarwangi Village in the future. This activity is succeeded and satisfied the citizens of Kampung Cilegong, Mekarwangi Village
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.003 |
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