Konsep Perancangan Kawasan Permukiman Kumuh Kelurahan Tembilahan Kota, Kecamatan Tembilahan, Kabupaten Indragiri Hilir, Provinsi Riau
Bibliographic record
Abstract
Abstract. Decree of the Regent of Indragiri Hilir Number 133/II/HK-2017 stipulates 176.36 ha as the location of slum areas in Indragiri Hilir Regency. The local government is trying to resolve this issue, one of which is by compiling the Plan for Prevention and Improvement of the Quality of Slum Housing and Slum Settlements (RP2KPKPK). However, there are 6.80 ha in Tembilahan Kota Village that have not been addressed in the RP2KPKPK document. This study aims to develop a concept for designing slum areas in Tembilahan Kota Village with a synoptic method framework. The analysis method used is site analysis with a mixed method approach. Data collected in this study were obtained through field observations, institutional surveys, and literature studies. The design results in this study will divide the area into three zones, namely (1) Bahtera Coastal Zone (2) Sentosa Revitalization Zone (3) Harmoni Heritage Zone. The design vision in this study is to create a waterfront residential area that carries the characteristics of Malay buildings with modern designs to present safe, comfortable, productive, and sustainable housing. Abstrak. Surat Keputusan Bupati Indragiri Hilir Nomor 133/II/HK-2017 menetapkan 176,36 ha sebagai lokasi kawasan permukiman kumuh di Kabupaten Indragiri Hilir. Pemerintah daerah berupaya menyelesaikan isu ini salah satunya dengan penyusunan Rencana Pencegahan dan Peningkatan Kualitas Perumahan Kumuh dan Permukiman Kumuh (RP2KPKPK). Namun terdapat 6,80 Ha di Kelurahan Tembilahan Kota yang belum tertangani dalam dokumen RP2KPKPK. Studi ini bertujuan untuk menyusun konsep perancangan kawasan permukiman kumuh di Kelurahan Tembilahan Kota dengan kerangka kerja synoptic method. Metode analisis yang digunakan adalah analisis tapak dengan metode pendekatan mixed method. Data yang dikumpulkan dalam penelitian ini ditempuh dengan observasi lapangan, survei instansional, dan studi literatur. Hasil perancangan dalam studi ini akan membagi kawasan ke dalam tiga zona yakni (1) Zona Pesisir Bahtera (2) Zona Revitalisasi Sentosa (3) Zona Warisan Harmoni. Visi perancangan dalam penelitian ini adalah menciptakan kawasan permukiman waterfront yang mengusung karakteristik bangunan Melayu dengan desain modern untuk menghadirkan hunian yang aman, nyaman, produktif, 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 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 | 0.000 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.031 | 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 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".