Bibliographic record
Abstract
Study the vitality index including germination potential,germination percentage,germination index,vigor index,simple vigor index and seedling dry weight of 15 kenaf seeds by way of artificial acceferated aging.The result showed that the germination percentage,germination index and vigor index of these seeds reducing gradually with treat time on condition that high temperature(44±1)℃ and high humidity crelative humidity 95 percent),but the change was different mong different varieties.Through the vague mathematics subjected function synthesical evalucation,The resistomce of aging of the 15 varieties kenaf seeds in sequence from strong to weak as follows:Liao 55C-2Yuehong 1#SD 124Xinhong 95Taihong 763KB 11Qingpi 183-20SF 192V 379Hongyin 135KB 2Fonghong 991Tainong 1.and the germination potential,germination percentage,germination index,vigor index,simple vigor index and seedling dry weight were negatively correlated with the extent of artificial aging treatment.
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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".