Bibliographic record
Abstract
Legge, W. G., Tucker, J. R., Bizimungu, B., Tekauz, A., Fetch, Jr., T. G., Haber, S., Menzies, J. G., Noll, J. S., Turkington, T. K., Martin, R. A., Choo, T. M., Vigier, B. J., Blackwell, B. A. and Savard, M. E. 2013. Taylor barley. Can. J. Plant Sci. 93: 969-977. Taylor is a hulless two-row spring barley (Hordeum vulgare L.) cultivar with malting quality potential, and is one of the first hulless cultivars to be registered for that purpose in Canada. This line was developed in 2001 from a CDC Freedom/Rivers cross by in vitro selection using three Fusarium derived mycotoxins in the medium of an anther culture system. Taylor was evaluated in the Western Cooperative Hulless Barley Registration Test (2006-2008), and in pilot-scale malting trials (2007-2008), before being registered as HB705 in 2009 with its name changed to Taylor in 2011. In extensive evaluation in Fusarium head blight (Fusarium graminearum Schwabe) nurseries from 2002 to 2011, Taylor consistently showed low deoxynivalenol concentration.
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 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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.116 | 0.112 |
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".