<i>Bemisia tabaci</i>(Gennadius), Sweet Potato Whitefly / Aleurode du tabac and<i>Trialeurodes vaporariorum</i>(Westwood), Greenhouse Whitefly / Aleurode des serres (Hemiptera: Aleyrodidae)
Bibliographic record
Abstract
Important species of whiteflies in greenhouses are Trialeurodes vaporariorum and Bemisia tabaci , but other whitefly species may also be considered pests of greenhouse crops. Similar to aphids, whiteflies cause damage that affects the marketability of crops and can transmit important plant diseases. Biological control programmes for whiteflies have been used in Canada for many years and commonly employ the parasitoids Encarsia formosa and Eretmocerus eremicus . A number of generalist predators have also been investigated for use in whitefly biological control, and recent research has focused on improving the efficacy of generalist omnivorous predators for biological control. Advances in whitefly biological control are highlighted, as are future opportunities for research.
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.
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) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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; both teacher heads agree on what is shown here.
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".