TRANSFORMASI SPASIAL PADA KORIDOR RUANG JALAN CENDRAWASIH – DEMANGAN BARU YOGYAKARTA
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.
Bibliographic record
Abstract
Spatial transformation in corridors road space is a shape transformation of the road space structure and shape from the previous condition to the current condition, including physical and non-physical spaces, namely roads and the scope of road space as a form of a spatial structure. The Cendrawasih – Demangan Baru corridor road space has a strategic location, which is in Depok District as the center of education and economy in Sleman Regency and it is directly next to the Yogyakarta city. It has a direct impact on the Cendrawasih – Demangan Baru corridor road space so it be through a spatial transformation due to the increase of commercial activity in this area. This study used a qualitative rationalistic method with comparative descriptive analysis. This study examined the spatial transformation of the Cendrawasih – Demangan Baru corridor road space from 2006 to 2021 by combining field observations, interviews, and literature studies. Based on the analysis and theoretical study results, there was a significant transformation in the scope of the road space which included a partial transformation to a total transformation, while the roads and pedestrian paths had not changed in their dimensions, but both of them could not fulfill the needs of road space users due to the transformation in the road space scope. The factors causing the transformation were function transformation, ownership transformation and building transformation.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| 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 | 0.000 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it