Epidemiology of Raspberry Bushy Dwarf Virus in the Czech Republic
Bibliographic record
Abstract
Abstract Extensive monitoring of the raspberry bushy dwarf virus (RBDV) in cultivated raspberry, wild raspberry and blackberry was conducted in 1994‐99. RBDV was revealed by ELISA in 31.6% of field samples, 15.7% plants in germplasm collections and in 43.8% of propagated plants. Infected cultivars were Aborigen, Balzam, Brigantina, Bulharský Rubín, Canby, Comox, F‐103, Findus, Gatineau, Glen Moy, Granát, Heritage, Lloyd George, M‐101, Mája, Meeker, Norfolk Giant, Norna, NS̆‐1D‐101, Skeena, Trent, Veten, ZamatoS̆ and Zeva. The virus was detected in 6.5 and 6.7% of wild raspberry and wild blackberry plants, respectively, at 22.8% and 11.4% of sampled locations. Vegetatively propagated plants seem to be the main source for virus spread in cultivated raspberry, rather than naturally infested wild Rubus populations.
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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 | 0.000 |
| 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 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".