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Record W4415325115 · doi:10.21460/atrium.v11i2.384

Integrasi Nilai-Nilai Kepemimpinan Ki Hajar Dewantara dalam Desain Ulang Koridor Pendidikan di Kota Metro, Provinsi Lampung, Indonesia

2025· article· W4415325115 on OpenAlexaff
Rahmi Adiyani, Citra Persada, Bambang Utoyo Sutiyoso

Bibliographic record

VenueATRIUM - Jurnal Arsitektur · 2025
Typearticle
Language
FieldSocial Sciences
TopicEducational Research and Methods
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsContext (archaeology)PedestrianRelevance (law)TourismQualitative researchResearch method

Abstract

fetched live from OpenAlex

Title: Integration of Ki Hajar Dewantara’s Leadership Values in the Redesign of the Educational Corridor in Metro City The Ki Hajar Dewantara Street Corridor is a highly active area due to its location within an educational zone. However, the corridor faces significant challenges, particularly concerning pedestrian comfort and safety. The accumulation of vehicles and pedestrians during peak hours, combined with the lack of adequate crossing facilities, has led to unsafe conditions for road users. This research aims to identify the physical condition of the corridor, analyze the behavioral patterns and activities occurring within it, and redesign the Ki Hajar Dewantara Street Corridor by incorporating Ki Hajar Dewantara’s leadership values into its planning and design. This study employs a descriptive qualitative method to identify and analyze both physical and non-physical issues within the corridor. The narrative framework of Ki Hajar Dewantara's leadership trilogy—ing ngarsa sung tuladha (providing exemplary leadership), ing madya mangun karsa (fostering collaboration), and tut wuri handayani (offering support and encouragement)—is utilized to develop solutions tailored to the educational context of the area. The findings highlight non-compliance with established standards for public facilities, such as pedestrian pathways, building layouts, and spatial management. Based on these findings, a redesign proposal for the Ki Hajar Dewantara Street Corridor has been developed. This proposal aligns with Metro City’s spatial planning policies, positioning the area as both a culinary tourism destination and an educational zone that prioritizes safety, comfort, and integration, ensuring its functionality and relevance for users.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.006
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.025
GPT teacher head0.379
Teacher spread0.353 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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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