Breeding of Drought resistance and Salt tolerance, Suitable for Machine Picking New Cotton Variety Hengmian HD008
Bibliographic record
Abstract
Under the background of improving agricultural quality and efficiency, the new requirements for cotton varieties were put forward. Dryland Farming Institute, Hebei Academy of Agricultural and Forestry Sciences took ‘Hengmian 4’ (resource material of middle-early maturity and disease-resistant upland cotton) as female parent and RILNnXu0022HF (resource material of high quality upland cotton) as male parent to carry out hybrid combinations. After years of continuous directional selection, Hengmian HD008 was selected under disease stress, pest stress, salt stress and drought stress. Hengmian HD008 has the outstanding performance of drought and salt tolerance, high quality and yield, suitable for machine picking，which was approved by Hebei Province in August 2019 (Approved number: Jishenmian 20199003) and was suitable for planting in Hebei Province and similar ecological and spring sowing cotton areas in the Yellow River Basin.
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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) | 0.000 | 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 | 0.000 | 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".