Ethnic Tourism in Hokkaido and the Shaping of Ainu Identity
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
O , n 8 May 1997, with the enactment of the Ainu Culture Promotion Law, the Japanese government took a significant step towards officially acknowledging the existence of the Ainu as an ethnic minority.' The law isJapan's first legislation to acknowledge the existence of an ethnic minority in the country and, unlike the Hokkaid6 Former Aborigines Protection Act which the new law replaces, the Ainu were involved in the process of its enactment. This preliminary move, however, stopped short of recognising the Ainu as an indigenous people as defined by the United Nations. The Hokkaid6 Ainu thus remain virtually invisible in a country they have inhabited for hundreds, if not thousands, of years. One venue that plays a vital role in the representation of the Ainu inJapan today is ethnic tourism, which centres on tourist villages scattered across Hokkaid6.2
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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