Hanoi Town Houses: Conservation and Change : A Study of the Conservation of the 36 Streets of Hanoi's Old Quarter, Vietnam
Bibliographic record
Abstract
The Hanoi 36 Streets is an Old Quarter in the capital of Vietnam. Its numerous town houses are inhabited by various types of residents. The many efforts to preserve the unique streetscape, traditional culture and historic industries of this district have not prevented many traditional town houses from being changed or demolished. The forces of economic development and social modernization have proven too powerful. Courtyards of traditional Hanoi town house have functioned to increase open space and to separate different kind of spaces. However, courtyards are among the first features of townhouses to be lost when more space is deemed necessary. The loss of courtyards has a variety of detrimental effects, including, in one case, the destruction of the street facade. Elimination of courtyards has caused spaces for drying clothes to be moved to the rooftops at the front of the houses, and this has caused traditional gable roofs to be replaced by flat roofs. In future efforts at conservation, efforts will need to be made to preserve not only the appearance of the streetscape, but also traditional composition of space within the townhouses including the courtyards. It will also be necessary to take into consideration residents' desire and need for the conveniences of modern life.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".