Guidelines for isolation and identification of regulated nematodes of potato (Solanum tuberosum L.) in North America.
Bibliographic record
Abstract
"Detalles morfológicos, moleculares y criterios sobre la extracción se presentan para la verificación de la identidad de nematodos plaga, cuarentenados en la comercialización de papa en Norteamérica, los cuales son considerados confiables por las entidades representativas de Canada, México y los Estados Unidos. Estos nematodos incluyen Globodera rostochiensis, G. pallida, Meloidogyne chitwoodi, Ditylenchus destructor y D. dipsaci. Se incluye información sobre material de referencia y archivos de especímenes, con discusión sobre métodos y sondas alternativos para diagnósticos moleculares. Se dan pautas para la interpretación de resultados diagnósticos. Esta información es referencia en los estándares regionales de medidas fitosanitarias No. 3, de la Organización de Norteamérica para la Protección Vegetal."
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".