Bibliographic record
Abstract
We recently identified a novel R1 MYB transcription factor, GmMYB176, which regulates the CHS8 gene expression and influences isoflavonoid biosynthesis in soybeans. GmMYB176 recognizes a unique sequence motif [TAGT(T/A)(A/T)] in CHS8 promoter and binds with it. The in planta role of GmMYB176 was established by RNAi silencing of GmMYB176 in soybean hairy roots. Silencing of GmMYB176 reduced the expression of CHS8 gene expression and isoflavonoid accumulation in hairy roots. However, the overexpression of GmMYB176 did not lead to increase in both CHS8 expression and isoflavonoid level in hairy roots suggesting that GmMYB176 is essential but not sufficient for CHS8 gene activation.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 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 | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| 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".