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Record W4413332981 · doi:10.29313/bcsurp.v5i2.20884

Studi Jalur Pedestrian Kawasan Pendidikan Kota Sukabumi Berbasis UNA

2025· article· en· W4413332981 on OpenAlexaff
Salma Nadhif Aghisna, 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
KeywordsPedestrianTransport engineeringEngineering

Abstract

fetched live from OpenAlex

Abstract. A pedestrian-friendly city is an indicator of a livable city. However, the education area in Cikole Sub-district, as the center of Sukabumi City, is not fully supported by an optimal pedestrian network. This contradicts the direction of spatial policy set out in the Sukabumi City RTRW 2022-2042. This study used Urban Network Analysis (UNA) approach with ArcGIS software to evaluate the connectivity and efficiency of road network through Reachness and Straightness Index indicators. The analysis aims to identify the level of accessibility of educational facilities to the pedestrian network and how network interventions, such as the addition of new roads, can affect movement patterns. The results of this study will form the basis for formulating a pedestrian path development concept that supports connectivity between the education area and surrounding settlements. The purpose of this study is to develop a proposal to optimize the pedestrian network in the education function area in Sukabumi City Center in order to facilitate pedestrian movement that meets the standards, especially for education function areas from one place to another effectively and efficiently and safely for pedestrians. Abstrak. Kota yang ramah terhadap pejalan kaki merupakan indikator kota yang layak huni. Namun, kawasan pendidikan di Kecamatan Cikole, sebagai Pusat Kota Sukabumi, belum sepenuhnya didukung oleh jaringan pedestrian yang optimal. Hal ini bertentangan dengan arah kebijakan tata ruang yang tertuang dalam RTRW Kota Sukabumi 2022–2042. Penelitian ini menggunakan pendekatan Urban Network Analysis (UNA) dengan alat bantu perangkat lunak ArcGIS untuk mengevaluasi konektivitas dan efisiensi jaringan jalan melalui indikator Reachness dan Straightness Index. Analisis ini bertujuan untuk mengidentifikasi tingkat aksesibilitas sarana pendidikan terhadap jaringan pejalan kaki dan bagaimana intervensi jaringan, seperti penambahan jalan baru, dapat memengaruhi pola pergerakan. Hasil dari penelitian ini akan menjadi dasar dalam merumuskan konsep pengembangan jalur pedestrian yang mendukung konektivitas antara kawasan pendidikan dan permukiman sekitar. Tujuan penelitian ini adalah menyusun usulan untuk mengoptimalkan jaringan jalur pedestrian di kawasan dengan fungsi pendidikan pada Pusat Kota Sukabumi agar dapat memfasilitasi pergerakan pejalan kaki yang sesuai standar khususnya untuk kawasan dengan fungsi pendidikan dari satu tempat ke tempat lain dengan efektif dan efisien serta aman bagi pejalan kaki.

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 score0.666
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.064
GPT teacher head0.274
Teacher spread0.210 · 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

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