Evaluasi Struktur Ruang Kota Berdasarkan Ketersediaan Sarana Permukiman di Kabupaten Rembang Provinsi Jawa Tengah
Bibliographic record
Abstract
The presence of development disparities among sub-districts poses a significant issue for Rembang Regency. This study aims to assess the development level of the city, determine the centrality index for each sub-district, analyze the needs for facilities and infrastructure, and evaluate the carrying capacity of settlements in Rembang Regency. The findings will serve as a reference for policy formulation in regional development. This research employs quantitative methods, utilizing data from the Central Statistics Agency. Results from the scalogram analysis and centrality index indicate notable disparities between sub-districts in Rembang Regency. The highest service center and centrality value are concentrated in the Rembang sub-district, which serves as the capital of Rembang Regency. This is attributable to the sub-district's role as the governmental and economic hub of the region. Furthermore, the analysis of facility needs underscores the importance of developing educational facilities to enhance education services across Rembang Regency, ensuring they are accessible to the entire community. The availability of land in Rembang Regency is deemed highly conducive to the development of settlement facilities, as the settlement capacity has not been exceeded. Keywords: Urban Spatial Structure, Residential Facilities, Urban Development Analysis Rembang Regency, Central Java Province. INTISARI Keberadaan disparitas pembangunan antar-kecamatan merupakan masalah signifikan bagi Kabupaten Rembang. Penelitian ini bertujuan menilai tingkat perkembangan kota, menentukan indeks sentralitas untuk setiap kecamatan, menganalisis kebutuhan fasilitas dan infrastruktur, serta mengevaluasi daya dukung permukiman di Kabupaten Rembang. Temuan ini akan menjadi acuan bagi perumusan kebijakan dalam pembangunan daerah. Penelitian ini menggunakan metode kuantitatif dengan memanfaatkan data dari Badan Pusat Statistik. Hasil dari analisis skalogram dan indeks sentralitas menunjukkan adanya disparitas yang signifikan antar kecamatan di Kabupaten Rembang. Nilai pusat pelayanan dan sentralitas tertinggi terkonsentrasi di Kecamatan Rembang, yang berfungsi sebagai ibu kota Kabupaten Rembang. Hal ini disebabkan oleh peran kecamatan tersebut sebagai pusat pemerintahan dan ekonomi di wilayah ini. Lebih lanjut, analisis kebutuhan fasilitas menekankan pentingnya pengembangan fasilitas pendidikan untuk meningkatkan layanan pendidikan di seluruh Kabupaten Rembang, memastikan aksesibilitasnya bagi seluruh masyarakat. Ketersediaan lahan di Kabupaten Rembang dianggap sangat mendukung pengembangan fasilitas permukiman, karena kapasitas permukiman belum terlampaui. Kata Kunci: Struktur Ruang Kota, Sarana Permukiman, Analisis Pembangunan Kota, Kabupaten Rembang, Provinsi Jawa Tengah.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".