The Evaluation of Comprehensive Traits of Sugarcanes Cultivated in and Introduced by Guizhou Province with Grey Relation Degree Analysis
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Bibliographic record
Abstract
This paper evaluates the 7 kinds of comprehensive trait of 19 varieties of sugarcanes cultivated in GuizhouProvince and introduced from other areas with grey relation degree analysis. The results show that Qiantang 4,QY07-01 and ROC 21 are the best sugarcanes with excellent characters; Qiantang 3 and Qiantang 5 are betterones similar to CK F134; QY07-02, Guitang 11, Yunzhe 03-422 and QY07-03 are poor ones that are unfit to beused as sugarcane and fruit sugarcane, but might be reserved in species resources.
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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 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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