Analyses of Morphological Character and Physiological Indices of Castanopsis Tibetana Seed
Bibliographic record
Abstract
Research on seed Morphological Character and Physiological Indices of Castanopsis tibetana from Jian'ou Fujian,Enshi Hubei,Liuyang Hunan,Sangzhi Hunan,Yongshun Hunan.The result shows that there are significant differences between different seeds.The length,width and height of seeds are 19.842 4 20.216 8 mm,19.233 8-19.692 2 mm and 17.337 5-17.504 3 mm respectively.The 100-seed weight is 391.192 2-412.935 4 g.Besides,the moisture content of seed is 43.15%,the soluble sugar content is 20.61 mg/g and the soluble protein content is 12.89 mg/g.As these physiological indices show that,the moisture content indicates the intolerance storage of seed,the soluble sugar content indicates the desiccation-tolerance of the Castanopsis seed.In fact,mature Castanopsis seeds are desiccation-intolerance.So soluble sugar content is not the only factor what decides whether the seed is desiccation-tolerance.
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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 | 0.001 | 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".