Sexual attraction among <i>Lygus</i> (Hemiptera: Miridae) species
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
Lygus bugs (Hemiptera: Miridae), particularly the tarnished plant bug, Lygus lineolaris (Palisot de Beauvois), and Lygus hesperus Knight, are serious pests in North America (Hedlund and Graham 1987). Sex pheromones have been identified in some mirids (Smith et al. 1991; Millar et al. 1997; Millar and Rice 1998) but not in Lygus spp. (Ho and Millar 2002), despite evidence that lygus bug females produce sex pheromones (Scales 1968; Strong et al. 1970; Graham 1987; McLaughlin 1996; Scott and Snodgrass 2000). Graham (1987) found that L. lineolaris and Lygus elisus Van Duzee males were attracted to females of their own and the other species but not to L. hesperus females, whereas L. hesperus males were attracted only to conspecific females. In southwestern British Columbia, Lygus shulli Knight is a major pest in such diverse sites as conifer nurseries and greenhouses (Gillespie et al. 2000). Our objective was to determine whether sexual attraction occurs in L. shulli and whether L. shulli is cross-attracted to females of two other Lygus spp.
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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 | 0.000 | 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 | 0.001 | 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) | 0.001 | 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 it