Prosodic levelling during language shift: Okinawan approximations of Japanese pitch‐accent<sup>1</sup>
Why this work is in the frame
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Bibliographic record
Abstract
This article demonstrates how the language death process potentially contributes to the emergence of a new dialect. A sociolinguistic survey of the prosodic phonology of Japanese spoken in Yaeyama, Okinawa shows that the obsolescence process of Okinawan has resulted in a new dialect of Japanese. First, Okinawan is undergoing processes typical of language death, including increased variability and the elimination of phonological contrasts at the prosodic level. These processes are also occurring in the incoming language, Japanese. Second, these processes have influenced the acquisition of the prosody of Standard Japanese, resulting in a new prosodic system. Third, a positive attitude towards the local variant of Japanese is prevalent among the younger members of the community, particularly the working‐class males. These results suggest that a local prosodic system is emerging, resulting in a new dialect of Japanese.
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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 | 0.004 |
| 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