A Reassessment of the Distribution of Cuora flavomarginata Gray 1863 on Mainland China
Why this work is in the frame
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Bibliographic record
Abstract
The geographic distribution of Cuora flavomarginata Gray 1863 is poorly known, but an examination of the Chinese literature and museum records helps elucidate its historic range. According to these data, there are two clusters of localities, one on the eastern coast of China near and along the Fuchun and Yangtze River drainage and another in southern China along the Pearl River drainage. The localities in southern China are probably invalid due to the turtle trade. The best estimate of the historical distribution of C. flavomarginata is along the eastern Yangtze River and its associated tributaries as well as the Fuchun drainage. The identification of viable C. flavomarginata populations in these areas, if they still exist, is necessary for their conservation.
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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 | 0.000 | 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