Establishment and Optimization of ISSR-PCR Reaction System for Phyllostachys heterocycla
Why this work is in the frame
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Bibliographic record
Abstract
The optimal ISSR-PCR system for Phyllostachys heterocycla was established by orthogonal design and single factor test.25μL reaction system contains 1.5 mmol/L Mg~(2+),0.25 mmol/L dNTP,1.0μmol/L primer,1.0 U Taq DNA polymerase,30 ng DNA template,2.5μL 10×Buffer.The suitable ISSR-PCR procedure was 1 cycle of pre-denaturing for 5 min at 94℃,40 cycles of denaturing for 45 s at 94℃,annealing for 60 s at 54℃,extending for 1.5 min at 72℃,extending for 7 min at 72℃,remaining at 4℃.The optimized reaction system was suitable for the study of genetic diversity.
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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