SPATIAL STRUCTURE OF THE JYAPU COMMUNITY QUARTERS OF THE CITY OF PATAN, KATHMANDU VALLEY
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Bibliographic record
Abstract
The city of Patan as all other towns of Kathmandu valley, is predominantly inhabited by Newars. The Jyapu community of Newars, who are farmers constituting the major population group of Kathmandu Valley towns is considered to have the earliest connection with the Kirata who ruled and inhabited Nepal during the prehistoric period prior to the 5th century. This paper analyses the physical structure of the settlement quarters of the Jyapu community based on the field study of Dupat role of Patan and shows the distinct features of the settlement with a neighbourhood square as the community centre which is different from the Buddhist monastery quarter analysed in our previous paper. It also posits that the form of the Jyapu community settlements might represent the earliest idea of the urban settlement in the history of Kathmandu Valley.
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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 | 0.000 | 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) | 0.000 | 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