Diflufenzopyr increases perennial weed control with auxin herbicides
Bibliographic record
Abstract
Diflufenzopyr is an auxin transport inhibitor (ATI) which interferes with the transport of naturally occurring auxin and synthetic auxin-like herbicides in plants.Diflufenzopyr blocks the polar transport of these compounds and disrupts the auxin balance needed for plant growth.Previous research at North Dakota State University has shown perennial weed control was increased by the addition of diflufenzopyr to dicamba and other auxin herbicides.The purpose of this research was to evaluate diflufenzopyr at various rates applied with auxin herbicides for leafy spurge, spotted knapweed, and Canada thistle control.Herbicides evaluated included dicamba, picloram, 2,4-D, picloram plus 2,4-D, quinclorac, clopyralid, clopyralid plus 2,4-D, and imazapic.
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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) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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; both teacher heads agree on what is shown here.
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".