Effect of Different Treatment Methods on Seed Germination of Vicia villosa
Bibliographic record
Abstract
The author studied the effects of different concentrations of sulfuric acid,GA treatment and mechanical treatment on germination potential,germination rate and germination index of Vicia villosa seed.The results showed that the effect of mechanical treatment was the best,and the germination potential was up to 92.00%,the germination rate was up to 94%,the germination index was up to 25.84.For sulfuric acid treatment,it was better to soak the seed in sulfuric acid of the concentration of 98% for 60 minutes,and the germination potential was up to 77.33%,the germination rate was up to 86.00%,the germination index was up to 42.55.GA had no significant effect on germination rate.As mechanical treatment was technically demanding,using the concentration of 98% sulfuric acid to soak the seed for 60 minutes was the easiest and most effective method in practical production.
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How this classification was reachedexpand
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 | 0.000 | 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".