Bibliographic record
Abstract
应用十二烷基磺酸钠——聚丙烯酰胺凝胶电泳（SDS-PAGE）方法,分析了372份甘肃小麦种质的高分子量麦谷蛋白亚基（high molecular weight glutenin subunit,HMWGS）组成,以了解甘肃省小麦种质的遗传变异。研究表明,供试的甘肃省小麦种质可检测到20种HMW亚基变异类型和36种HMW亚基组合类型。地方品种的HMW亚基组合类型较少,而且以Null、7＋8和2＋12模式为主,育成品种的HMW亚基变异类型比地方品种丰富,以1、7＋8和2＋12三种变异类型的出现频率为最高。供试材料HMW-GS的品质评分在4～12分之间,平均得分为7.0,所筛选出的一批含优质亚基组合的种质可供育种工作进一步利用。
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".