Vertical Distribution and Abundance of Aleyrodids of Agricultural Importance In Himachal Pradesh
Bibliographic record
Abstract
Surveys conducted in different locations under open field conditions and protected environment representing different agroecological zones of Himachal Pradesh revealed four aleyrodids viz., Aleurocanthus sp., Bemisia tabaci (Gennadius), Dialeurodes citri Ashmead and Trialeurodes vaporariorum(Westwood) as associated with herbaceous and fruit crops. Aleurocanthus sp. and B. tabaci were prevalent in the submountainous and low-hill subtropical zone (Zone I). Incidence of Aleurocanthus sp. was observed only during summer, abundance being low and associated with host plants belonging to the family Rutaceae. Whereas, B. tabaci was observed under both open as well as protected environment infesting ten host plants belonging to five families. Dialeurodes citri was associated with host plants belonging to the family Rutaceae and was distributed in Zone I and II (mid hills sub- humid zone). It remained active in Zone I throughout year except in winter, whereas, in Zone II it was found active during south-west monsoon and post-monsoon season only. Trialeurodes vaporariorum was prevalent in Zone II and high-hills temperate wet zone (Zone III) infesting 49 host plants belonging to 23 families under open field conditions and protected structures, respectively. It remained active throughout year in Zone II surviving through winter season on Canadian horseweed Erigeron canadensis (L.) Cronquist under open field conditions. Under protected environment T. vaporariorum remained active throughout year in Zone II and was prevalent only during summer in Zone III. High hills temperate dry zone (Zone IV) (>2501 masl) remained free of aleyrodid infestation.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 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 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".