Glandular Trichome Evaluation through Scanning Electron Microscopy and the Modified Enzymic Browning Assay
Bibliographic record
Abstract
Potato (Solanum tuberosum L.) ranks fifth in the USA in comparison with other countries regarding potato production. Colorado potato beetle (Leptinotarsa decemlineata Say) is a devastating insect pest affecting potato in Canada and USA. Several researchers demonstrated that glandular trichomes on potato leaves provided CPB resistance. The experimental approach consisted of using Scanning Electron Microscope to assess the presence of glandular trichomes, the Modified Enzymic Browning Assay to screen leaves for the presence of glandular trichomes, and a two-year field trial to evaluate CPB defoliation effects on potato genotypes. The SEM provided a closer look at the morphology and quantity of glandular trichome on potato leaves. The MEBA protocol needs further refinement prior to adoption by NDSU or other potato breeding programs. The two-year field trial results indicate Ebt 6-21-3 is resistant to CPB defoliation, and combines high yield, making it an excellent genotype for parental use in cultivar development.
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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 | 0.001 |
| Science and technology studies | 0.001 | 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".