Species Composition of Tamarix Pests Distributed in the Deserts of Northwestern Uzbekistan
Bibliographic record
Abstract
This article presents the results of scientific research conducted in 1999-2023 on the study of species composition of Tamarix pests distributed in the deserts of Northwestern Uzbekistan. A complete list of 7 Orders (Thysanoptera, Homoptera, Heteroptera, Coleoptera, Diptera, Lepidoptera, and Euacarina), 4 Suborders, 30 Families and 175 species belonging to composition of Tamarix pests is provided for the first time in Uzbekistan. Studies have identified 175 species on the Tamarix plant, with 41 species living in the plant stem, 28 species in the leaves, 4 species in the roots, 2 species in the flowers, and the remaining 100 species are found in the mixed parts.
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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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".