Microspherules Found from the Upper Devonian Limestone of Hainan Island
Why this work is in the frame
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Bibliographic record
Abstract
Fairly abundant microspherules including carbon microspherules and siliceous microspherules recovered from the Upper Devonian limestone of Jishi Village,Changjiang County,Hainan Island.The chemical composition and occurrence status of carbon microspherules are very similar to that of globular blebs of pyrobitumen found in veins of Precambrian,Canada.However,the Hainan carbon microspherules have very similar surface sculptures of impact microspherules,and differ from the Canada's.It is a unique kind of microspherules.The siliceous microspherules show the same surface sculptures as the impact microtektites'.But there are very few siliceous microspherules in amount,in Hainan.No any structure has been examined from the polished section of the Hainan microspherules.So,they differ from the volcanic origin.In addition,the Hainan microspherules are recovered from the limestone by the method of acid digestion analysis.So,they are not the industrial fly ashes.
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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 | 0.001 |
| 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