The Characteristics of Watercourses Systems Described in the Old Plans of Castle town Matsushiro
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Bibliographic record
Abstract
Matsushiro, castle town build in Edo era (1600-1867), is known by the water courses systems which flow from the pond of garden to garden pond of neighbor in the town. They are called Garden Water Courses. In Matsushiro, there are about 10 plans of this castle town drawn in Edo era. And, on the 4 of them, the watercourses systems are described. This study aims to clear the formation and the characteristics of these watercourses systems and their classification. As a result, on the 4 plans, probably drawn in the 18 century, the water courses are marked in all town area, except one quarter, Tonomachi. And as the town area spread, the number of springs was increased, and the watercourses were extended. In another kind of plan in this era, called Watercourses plan, the watercourses system at Tonomachi is described in detail, included the Garden watercourses. Consequently, the watercourses system became clear throughout Matsushiro. And the classification of watercourses needs to be reconsidered.
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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 | 0.001 | 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