Perancangan Site Plan Perumahan (Studi Kasus Desa Cibiru Hilir, Kecamatan Cileunyi)
Bibliographic record
Abstract
Abstract. This study aims to design a suitable residential site plan for inhabitants by considering the strategic potential and challenges faced by the area. The background of this research is the demand for adequate housing in strategic regions as a result of infrastructure developments such as the Indonesia-China High-Speed Rail (KCIC) and Cimekar Station. The research employed a mixed-method approach, including primary and secondary data collection through interviews, field observations, and literature reviews.The findings of the study produced a zoning concept that includes residential zones, public facilities, social facilities, green open spaces, infrastructure, and commercial areas, with spatial structures based on the neighborhood unit theory. The recommendations also cover sustainable environmental management, internal circulation planning, and noise impact mitigation. This research is expected to serve as a guideline for developers, local governments, and the local community in planning comfortable, functional, and sustainable residential areas. Abstrak. Penelitian ini bertujuan untuk merancang site plan perumahan yang terintegrasi transportasi massal di kawasan strategis dengan mempertimbangkan potensi strategis dan masalah yang dihadapi kawasan tersebut. Latar belakang penelitian ini adalah kebutuhan akan perumahan yang terintegrasi dengan kawasan strategis sebagai dampak dari perkembangan infrastruktur seperti Kereta Cepat Indonesia-China (KCIC) dan Stasiun Cimekar. Penelitian dilakukan dengan metode kualitatif, melalui pengumpulan data primer dan sekunder, termasuk wawancara, observasi lapangan, dan kajian literatur.Hasil penelitian menghasilkan yang mencakup zona hunian, fasilitas umum, fasilitas sosial, ruang terbuka hijau, infrastuktur dan komersial, dengan struktur ruang berbasis teori neighborhood unit. Rekomendasi juga meliputi tata kelola lingkungan yang berkelanjutan, pengelolaan sirkulasi internal, dan mitigasi dampak kebisingan. Penelitian ini diharapkan dapat menjadi pedoman bagi pengembang, pemerintah daerah, dan masyarakat lokal dalam merencanakan kawasan perumahan yang nyaman, fungsional, dan berkelanjutan.
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.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".