Physical features and analysis of traditional mosques: the case of Quzzat quarter of Herat Old City, Afghanistan
Why this work is in the frame
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Bibliographic record
Abstract
Abstract This study examines the physical features of traditional mosques in the Quzzat (Bardrani) quarter of Herat Old City, Afghanistan. Traditional mosques are constructed with locally available materials and are planned based on cultural and climatic conditions. Mosques are categorised as modern or traditional. Traditional mosques are divided into three subcategories: preserved, damaged (defaced), and transformed. Transformed mosques are formerly traditional mosques reconstructed with modern or industrial materials (concrete and reinforcement). This study explores the distribution of mosques and analyses their plan typology. Mosques are categorised into five plan types, and three relative case studies are described in detail to provide a better understanding and an in-depth analysis of mosque typology.
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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 | 0.000 |
| 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