Enhancement of Tolpyralate + Bromoxynil Efficacy With Adjuvants in Corn
Bibliographic record
Abstract
The most effective adjuvant is often herbicide-specific and dependent on the target weed species. Tolpyralate is a 4-hydroxyphenylpyruvate dioxygenase-inhibiting herbicide that is usually tank-mixed with atrazine for improved weed control in corn (Zea mays L.). Previous research has reported that a methylated seed oil (MSO) adjuvant (MSO Concentrate®) enhances the efficacy of tolpyralate + atrazine on several annual broadleaf and grass weed species. The efficacy of tolpyralate can also be improved with the addition of bromoxynil instead of atrazine; however, there is no information in the peer-reviewed literature that tests the efficacy of tolpyralate + bromoxynil with different adjuvants. Therefore, four field trials were conducted in 2020 and 2021 in Ontario, Canada to evaluate the efficacy of tolpyralate + bromoxynil without an added adjuvant and with MSO Concentrate®, Agral® 90, Assist® Oil Concentrate, Carrier®, LI 700®, or Merge® on six annual weed species in corn. The adjuvants did not enhance control of wild mustard (Sinapis arvensis L.) or velvetleaf (Abutilon theophrasti Medik.) with tolpyralate + bromoxynil. At 8 weeks after application (WAA), common ragweed (Ambrosia artemisiifolia L.) control was improved with the addition of MSO Concentrate® or Merge® to tolpyralate + bromoxynil. At 8 WAA, all adjuvants enhanced the control of common lambsquarters (Chenopodium album L.) with tolpyralate + bromoxynil similarly except for Assist® Oil Concentrate; Merge® was a better adjuvant than Assist® Oil Concentrate for common lambsquarters control. At 8 WAA, control of barnyardgrass [Echinochloa crus-galli (L.) P. Beauv.] was enhanced with the addition of Assist® Oil Concentrate, Carrier®, MSO Concentrate®, or Merge® to tolpyralate + bromoxynil. Carrier®, MSO Concentrate®, and Merge® enhanced the efficacy of tolpyralate + bromoxynil on Setaria spp. at 8 WAA. Control of velvetleaf, wild mustard, common ragweed, Setaria spp., and barnyardgrass with tolpyralate + bromoxynil was similar with the six adjuvants evaluated at 8 WAA.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".