Bibliographic record
Abstract
Legge, W. G., Tucker, J. R., Fetch, T. G. Jr., Haber, S., Menzies, J. G., Tekauz, A., Turkington, T. K. and Savard, M. E. 2014. AAC Synergy barley. Can. J. Plant Sci. 94: 797-803. AAC Synergy is a hulled two-row spring malting barley (Hordeum vulgare L.) cultivar with high yield and is widely adapted to western Canada. Developed from the cross TR02267/Newdale made in 2002, AAC Synergy was evaluated in the Western Cooperative Two-row Barley Registration Test (2009-2010) and the Collaborative Malting Barley Trials (2010-2011) conducted by the malting and brewing industry before being registered in 2012. AAC Synergy's excellent combination of agronomic traits, disease resistance and desirable malting quality traits should make it a useful cultivar for producers and the malting and brewing industry.
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) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.179 | 0.116 |
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".