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Record W2911132498 · doi:10.30659/jpsa.v14i1.3859

FAKTOR-FAKTOR PENDORONG PENYEBAB TERJADINYA KEMACETAN STUDI KASUS : KAWASAN SUKUN BANYUMANIK KOTA SEMARANG

2019· article· en· W2911132498 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

VenueJurnal Planologi · 2019
Typearticle
Languageen
FieldEngineering
TopicUrban Transport Systems Analysis
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsTransport engineeringTraffic congestionHighway Capacity ManualComputer scienceAdvertisingBusinessLevel of serviceEngineering

Abstract

fetched live from OpenAlex

Sukun region located in the southern city of Semarang is an activity node meetings between Semarang Upper and Lower part. In addition to the node activity, regional transport node Sukun is also because of the intersection between Setia Budi roads and highways. The rapid growth of traffic is felt at Setia Budi roads, this is because of the way as the initial point of entry into the city of Semarang from the south ( Yogyakarta - Solo ) both vehicles are going to Semarang and the entrance to the highway with a wide range of purposes. And trading activity and the presence of onsite services that are in the area resulted in increased activities of road users, the incidence of traffic generation and the high side barriers, which at certain hours of congestion and delays often occur. The research methodology used in this research is by using Deductive Quantitative Methods Rationalistic. With the technique of factor analysis and analysis of transportation, so it can be determined Level Of Service and factors - factors driving the cause of congestion in the area Sukun Banyumanik. The final results obtained from the analysis of the factors driving the causes of congestion on area Sukun is that congestion is due to the on site activity, the high capacity of the road, next to the barrier height and geometric conditions of the road.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.089
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.002

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 head0.005
GPT teacher head0.163
Teacher spread0.159 · 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