Studies on Characteristics of Hard Seeds and Germination of Indigofera kirilowii
Why this work is in the frame
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Bibliographic record
Abstract
The seed germination characteristics of Indigofera kirilowii were studied with different treatments in this paper. The results showed that the weight per thousand granule was 15. 744 g. The water absorption rate of untreated seeds was 28. 49%,significantly lower than that of treated by H 2 SO 4 for 3 min. The hard seed rate reaches to 56%; the hard seeds of I. kirilowii could be broken down by H 2 SO 4,the most appropriate time was 9 min,the germination rate was 70. 67% and germination vigor was 68%; The germination rate pre-treated by hot water( 50 ℃) was 85. 33% and germination vigor was 84%; the germination rate by mechanical wounding could be improved. The optimum germination temperature of the seeds was 20- 25 ℃.
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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 | 0.000 | 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 it