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
The purpose of this study is to highlight an issue facing East Asian cities, which lies at the rapid changing environment in the design of urban residential houses. Some remained historical features of each country's traditional residences and further suggestions of integration and representation are discussed. Firstly, three remaining Royal Residences of Seoul, Youn-gyung-dang and Nak-seon-Jae in Changdeok-gung, Un-hyun-Gung(outside of palace), which were built in the 19th Century, is analysed focusing chiefly on the different treatments of division of the men' s and women' s quarter: Seondly, The Prince Gong's Mansion, the largest remaining Quadrangles of Beijing, which was first build in the 18th Century, is analysed focusing chiefly on the axial arrangement and several courtyards; and finally, The Japanese early example of Sukiya zukuri or Shoin zukuri, Katsura Imperial Villa of Kyoto, which was built in the 17th Century, is analysed focusing chiefly on the arrangement of the building harmonized with the man-made landscape. One can find different notions of their understandings through the English translations of each residence; Royal Residence in Korea, Prince's Mansion in China, and Imperial Villa in Japan. And one can notice the the main concern of Korean and Chinese Residential Architecture lies more in the happiness, prosperity and longevity, whereas Japanese in the aesthetics of man-made nature. By focusing on the arrangements of the buildings and architectural features, the main contribution to the future issues through this study is to develop the new design in residential houses in the modem times and to give idea about the integration and the representation in Asian Architecture now.
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 0.010 |
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