CONSERVATION PRESSING TASK AND NEW DOCUMENTATION OF OLD TUBE HOUSES IN HANOI OLD QUARTER THROUGH THE CASE OF NO. 47 HANG BAC STREET HOUSE
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
Hanoi is the oldest capital city in Southeast Asia. During its long urban evolution, indigenous cultural elements gradually formed up that are best found in its Old Quarter. With regard to architecture, “tube house” should be the most significant dwelling form here. Under strong urbanization and modernization processes within the last decade, many tube houses has been being torn down for new constructions or at least seriously downgraded and much modified. Thus, it has become a pressing task to conserve those precious tube houses, especially oldest and most originally remained ones, then to restore or renovate them as historic monuments for future generations' as well as foreign references. This paper generally discusses on the more pressing task to conserve invaluable tube-houses, then focuses on describing existing situations and finally publishes the latest complete documentation (as of Sept. 2006) of the chosen study case: the 47 Hang Bac house.
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 | 0.000 | 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