Research Progress of NAC Transcription Factor Family in Plant Stress Resistance
Why this work is in the frame
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Bibliographic record
Abstract
NAC (NAM, ATAF1/2, and CUC2) transcription factors are a class of plant specific transcription factor genes with numerous family members, commonly found in higher plants, and also found in moss plants. The N-terminus of these genes has a highly conserved NAC domain. It plays a crucial role in the growth and development of plants, as well as in their response to biotic stress (such as insects and plant pathogens) and abiotic stress (such as drought, salinity, temperature, and heavy metals). This article introduces the basic characteristics of the NAC transcription factor family and briefly elaborates on its research in plant stress resistance in recent years, providing some reference for future research on the stress resistance of NAC transcription factors.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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