Bibliographic record
Abstract
Based on the former research results,the green nephrite from Taiwan has been experimented by SEM,XRD and FTIR and the experimental results are compared with the green nephrite from Canada.The results indicate that the green nephrite from Taiwan mainly consists of tremolite,small amounts of actinolite and chlorite.The tremolite shows fibrous structure under microscope which arrays intensively along the macro-axis and interweaved closely.Cell parameters of the green nephrite from Taiwan calculated by XRD show that the crystallinity goes up to 94.62%.Besides,the content of Fe2+ in the green nephrite from Taiwan is much higher than that in the green nephrite from Canada.Among IR spectra,the bands near 3 674 cm-1 identify the band of OH stretching vibration,the bands near 900—1 150 cm-1 identify Si4O11 stretching vibration,the bands near 600—800 cm-1 identify the γs(Si-O-Si) vibration,the bands near 400—600 cm-1 identify the coupling of Si—O bending vibration,Mg—O stretching vibration and OH parallel vibration.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".