Identificación de virus en el tomate (Lycopersicum sculentum L.) en cinco departamento de Guatemala.
Bibliographic record
Abstract
A sampling was eonducted at the Departments of Zacapa, Jutiapa, Jalapa, Chimaltenango and Guatemala, to determine the presence of the tomato viruses causing the disease known as "Curly Top" and if they are transmitted by the "white fly" (Bemisia tahaci Gennadius), the presence of six virus: TMV, CMV, TEV, PVY, PVX and TSWV, and two geminivirus CdTV and SCLV was detected, The finding of a single TSWV positive sample makes it necessary to reconfirm its presence in Guatemala because it had not been reported before, Likewise, the geminivirus in tomato had not been reported in Guatemala, as well as the Chinesse Virus of Tomato (VCdT) and the Squash Curly Leaf Virus (SCL V), It was concluded that different viruses are associated to the "Curly Top" disease in tomato and that they cause a diversity of symptoms.
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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 | 0.001 | 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 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".