Life beyond growth? Rural depopulation becoming the attraction in Nagoro, Japan’s scarecrow 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
ABSTRACTRural villages in Japan are rapidly ageing and depopulating. On Shikoku Island, in the remote mountainous Iya Valley, is the village of Nagoro. Residents who have left or passed away have been replaced with ‘kakashi’ or scarecrows in the form of life-like dolls. Currently, scarecrows outnumber the village residents and appear throughout the community—waiting at bus stops, working the fields, and studying at the closed school. The attempt to preserve village life and identity through the scarecrow displays has begun to attract the attention of media and tourists. This paper examines this emerging rural tourism attraction in the context of Japanese rural depopulation and peripheralisation. Nagoro is representative of many Japanese villages where the rural lifestyle is disappearing. It has adopted a unique form of quiet resistance to the ending of an era viewed in the context of museumisation and abandoned landscapes. Rural communities are transitioning finding themselves between government rejuvenation policies and learning to live beyond growth.
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 | 0.000 | 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