Bibliographic record
Abstract
水孔蛋白的主要作用是控制植物体内的水分运输,在植物盐胁迫调节中也起作用。本研究采用RT-PCR的技术,从盐胁迫的花生叶片中克隆了水孔蛋白基因AhAQ1。AhAQ1编码一个由287个氨基酸残基组成的蛋白质,推测的蛋白质相对分子质量为30.57kD,等电点为9.04。序列分析表明AhAQ1具有6个跨膜区和2个NPA框。系统发生分析显示AhAQ1与PIP1家族聚为一类。高盐处理花生组织后,用半定量RT-PCR进行分析,结果表明,AhAQ1转录水平的表达受盐胁迫诱导,推测花生AhAQ1在应答盐胁迫反应中可能发挥作用。
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.003 |
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".