Antifeedant activities of tutin and 7-hydroxycoumarin acylation derivatives against Mythimna separata
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Seven 7-hydroxycoumarin (C) acylation derivatives (C1–C7) were synthesized to determine the differences in antifeedant effects between these derivatives and tutin against Mythimna separata. The structural assignments of these semisynthetic compounds were examined based on their IR, ESIMS, and 1H- and 13C-NMR spectral data. Compounds C2–C7, tutin, andrographolide and azadirachtin showed different antifeedant activities. Compared with tutin and andrographolide, the derivatives C3, C4, C5 and C7 presented greater antifeedant activities. It was concluded that the optimal insecticidal agent is C4 (7-methanesulfonyloxycoumarin).
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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