Studies on Dessication Tolerance and Storage Characteristics of Livistona chinensis Seed
Bibliographic record
Abstract
The fruit and seed 1000-grain weight,seed dry weight,germination percentage of Livistona chinensis rose gradually with the seed developing time from 60 DAA(Days after anthesis) to 200 DAA,but the seed moisture content and electric conductivity rate decreased at the same time.Seed continues growing up to 130 DAA,and it was fully matured at 190 DAA.The desiccation tolerance of seeds rose gradually from 60 to190 DAA,when it reached the highest dehydration tolerance.The suitable temperature for the germination of Livistona chinensis seeds was between 20℃ and 35℃.The viability of the seed with 20% and 24% moisture content decreases gradually,while the electric conductivity rate showed gradual increased after stored at 4℃ and 15℃ for a while,and it was better for the seed with 24% moisture content to be stored at 4℃.
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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 | 0.000 | 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) | 0.001 | 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".