Kajian Elemen Pembentuk Citra Path Koridor Jelekong Kabupaten Bandung
Bibliographic record
Abstract
Abstract. In 2011, the Regent of Bandung Regency designated Kelurahan Jelekong as an arts and culture-based tourism village, driven by painting and wayang, which are the pillars of art and culture in Jelekong. Although arts and culture are thriving in the Jelekong corridor, there is no clear signposting between art venues, which is important in shaping the image of the area. This research aims to explore the image-forming elements of the Jelekong corridor path, using figure ground, outline, semiotic, and descriptive analysis with observation, mental map, mapping, interview, and literature study techniques. The results show that the image-forming elements of the path in the Jelekong corridor consist of buildings, street furniture, and signage. These elements have their own structure and meaning. There are three groups of building functions in the Jelekong cultural arts corridor: trade and services, mixed functions, and residential. Signage most adopts Sundanese culture, while buildings and street furniture need better design to strengthen the image of the Jelekong corridor. Abstrak. Pada tahun 2011, Bupati Kabupaten Bandung menetapkan Kelurahan Jelekong sebagai desa wisata berbasis seni dan budaya, didorong oleh seni lukis dan wayang yang menjadi pilar seni dan budaya di Jelekong. Meskipun seni dan budaya berkembang pesat di koridor Jelekong, belum ada penunjuk arah yang jelas antar tempat kesenian, yang penting dalam membentuk citra wilayah. Penelitian ini bertujuan mengeksplorasi elemen pembentuk citra path koridor Jelekong, menggunakan analisis figure ground, outline, semiotik, dan deskriptif dengan teknik observasi, mental map, pemetaan, wawancara, dan studi pustaka. Hasilnya menunjukkan elemen pembentuk citra path di koridor Jelekong terdiri dari bangunan, street furniture, dan signage. Elemen-elemen ini memiliki struktur dan makna tersendiri. Terdapat tiga kelompok fungsi bangunan di koridor seni budaya Jelekong : perdagangan dan jasa, fungsi campuran, dan permukiman. Signage paling mengadopsi budaya Sunda, sedangkan bangunan dan street furniture membutuhkan desain yang lebih baik untuk memperkuat citra koridor Jelekong.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.025 | 0.002 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".