MODIFICATION OF EXTERNAL DESIGN OF HOUSES TO DESIGN CONTROL BY NOTO PENINSULA EARTHQUAKE
Why this work is in the frame
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Bibliographic record
Abstract
This paper studies a central district around Sojiji-tenple in Wajima City, Ishikawa Prefecture, where was stricken by the Noto Peninsula Earthquake, through comparative analysis of external design change of houses located within the district between before and after the Earthquake and also analyzes inhabitants' consciousness on the townscape after the reconstruction. As a result, the actual conditions of townscape by reconstruction activities and effectiveness of townscape control rules are clarified. The study also finds the following points: 1) the post-quake townscape of the overall district was enhanced compared with the pre-quake one, due to the improved external designs of the houses, 2) reconstruction supporting system emphasizing conservation of townscape and pre-quake efforts on the townscape design effectively functioned toward enhancing the townscape and 3) consciousness among the district residents has been heightened toward preserving the post-quake townscape.
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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 | 0.001 | 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