Varietal Identification of Oat(Avena spp.)by Ultrathin-layer Isoelectric Focusing of Seed Protein
Bibliographic record
Abstract
Seed prolamine variation among sixteen oat(Avena spp.)seed samples,consisting of nine varieties and four samples of unknown names cultivated in Qinghai Province,and three varieties cultivated in Hebei Province,was analyzed using ultrathin-layer isoelectric focusing electrophoresis(UTLIEF).The results show that among the tested varieties,a total of 34 bands were identified.Based on distinctive bands at PI point of 4.8,6.55,6.9,7.7,8.4,and 8.6,respectively.Thirteen of the 16 tested samples differentiated from each other.In the present paper,the whole seed,1/2 seed units and 1/4 seed units of Qingyongjiu No.473,Canadian oat,Bayou No.5,and U4,as well as the seeds of Canada oat after aging treatment were electrophoresed by UTLIEF.The results prove that seed variability and damaged seeds of half of their original size,or even dead seeds did not affect the electrophoresis results.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| 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".