Vertical Distribution and Abundance of Aleyrodids of Agricultural Importance In Himachal Pradesh
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
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.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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) | 0.000 | 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