Measurement and Analysis of Physiological and Biochemical Indexes During Natural Aging on Apocynum Seed
Why this work is in the frame
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Bibliographic record
Abstract
Apocynum venetum seed were introduced from Tongliao area in Inner Mongolia and planted and collected in the farm of Inner Mongolia agricultural university in 2010,2011,2012 and 2013 four different years. Several physiological and biochemical indexes were studied during the natural aging process. The results showed as follows: during natural storage conditions along with the storage time on apocynum venetum seeds,the storage substance like reducing sugar,soluble sugar content decreased,peroxidase and superoxide dismutase activity decreased,and MDA content increased,these changes of physiological and biochemical indexes of apocynum venetum seed,should be important factors leading to reduced seed vigor.
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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