MétaCan
Menu
Back to cohort
Record W4408139520 · doi:10.29313/bcsurp.v5i1.18173

Konsep Perancangan Kawasan Permukiman Kumuh Kelurahan Tembilahan Kota, Kecamatan Tembilahan, Kabupaten Indragiri Hilir, Provinsi Riau

2025· article· en· W4408139520 on OpenAlexaff
Shafa Rachmatika Noer Muklisin, Fachmy Sugih Pradifta

Bibliographic record

VenueBandung Conference Series Urban & Regional Planning · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicArchitectural and Urban Studies
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsEnvironmental science

Abstract

fetched live from OpenAlex

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.645
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.045
GPT teacher head0.249
Teacher spread0.204 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueBandung Conference Series Urban & Regional PlanningSame topicArchitectural and Urban StudiesFrench-language works237,207