Tube Houses in Hanoi's Old Quarter : a new study on identity, transition and conservation with the case study of the No.47 Hang Bac Street House : ハノイ旧市街のチューブハウスにおけるその特性・変遷・保存・復元とケーススタディ「ハンバック通47番住宅」に関する新研究; ハノイ キュウシガイ ノ チューブ ハウス ニ オケル ソノ トクセイ ヘンセン ホゾン フクゲン ト ケース スタディ ハンバックトオリ 47バン ジュウタク ニ カンスル シンケンキュウ
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
To research on the Vientnamese traditional tube house as wellas its neighborhood-Hanoi Old Quarter focusing on some new and/or unanswered aspects of 3 respective categories : (1)identity (2) transition and (3) conservation, with (4) a complete main case study that are expected to be original, pioneer and somehow innovative.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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