STUDY ON THE URBAN SPATIAL FORMATION AND TRANSFORMATION OF AMUSEMENT QUARTER "SHINTENCHI" IN MODERN HIROSHIMA
Bibliographic record
Abstract
Shintenchi district as an amusement quarter has begun in the middle of Meiji Era as "Kanshouba", a commercial promoting zone, and developed in Taishou Era into the representative urban amusement quarter in Hiroshima. The district was located behind the main traffic street of the castle town Hiroshima in Edo Era and mainly composed with the lots for Samurai residences. The joint-stock corporation Shintenchi co. has collected a lot of complicated lots and designed a modern amusement quarter with three big theaters and many shops integrated through subtle lane-network. This paper has reconstructed three stages of allotment of this district, and discussed how the allotment formed since Edo Era were transformed and utilized into the modern space for the urban amusement, which was inherited as one of the central commercial and amusement district in Hiroshima after WWII.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".