Research on the Development Plan and the Method of Heritage Preservation and Utilisation in Asuka Village
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
Asuka Village, known as “the beginning of the Japanese state,” started its protection in 1996. Asuka Village has begun its unique system of protection: the “Asuka Village Traditional Scenic Beauty Preservation Plan” to provide the regulations and the “Asuka Village Development Plan” to guide the preservation and utilisation of historical resources and village development. In the 40 years since the preservation of Asuka Village began, the village has continued this planning system. This study summarises the preservation and utilisation of the historical resources of Asuka Village. By analysing the changes in the “Asuka Village Development Plan,” the trend of preservation and utilisation in Asuka Village is clarified. By studying three cases of heritage improvement at different times, this study clarifies the changes in the heritage improvement methods and concerns in the heritage preservation and utilisation process in Asuka Village. It elucidates the relationship between the Asuka Village Development Plan and heritage improvement. From a planning perspective, this research aims to provide some suggestions for preserving the ancient village and improving Asuka Village for future generations.
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) | 0.000 | 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