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Record W4400065964 · doi:10.61119/prp.v1i2.468

Planning and Development of Pesantren Streetscape, Cimahi City, West Java

2024· article· en· W4400065964 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePROPER Jurnal Penelitian Pertanian Terapan · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicPublic Administration in Developing Nations
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsJavaGeographyComputer scienceOperating system

Abstract

fetched live from OpenAlex

Pesantren Street (Jalan Pesantren) is one of the collector roads located in Cibabat Urban Village, Cimahi City which has problems with the condition of the road landscape which is ordinary, less attractive, and not organized. This research aims to plan the streetscape by maintaining and improving the function and comfort of the road by identifying potential and constraints from biophysical and activity aspects. The method used is the planning stage which starts from research activities and is limited to the planning stage which is included in synthesis. The basic concept of landscape planning for Pesantren Street is Connectivity and Walkability Approach by realizing a streetscape that is connected, safe, comfortable, beautiful, identifiable, and beneficial for the surrounding community and users. The spatial plan consists of circulation space, buffer space and service space. The circulation plan includes vehicular circulation and pedestrian/bicycle circulation with a shared space street system. The facility plan includes street complementary facilities and information systems, while the green space plan is a comfort green space, buffer green space and aesthetic green space. Keyword : Landscape Planning, Streetscape, Pesantren Street, Cimahi City

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.788
Threshold uncertainty score0.936

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
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 head0.357
Teacher spread0.293 · 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