Registration of ‘Desperado’ Six‐Row Barley
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
‘Desperado’ six‐row barley [ Hordeum vulgare ssp. vulgare L.] (Reg. No. CV‐340; PI 654069) was developed and released by Agriculture and Agri‐Food Canada Brandon Research Centre as a dual‐purpose forage and feed cultivar in April 2008. It was derived from a complex cross with the Brandon composite cross BR CC 053 as base parent and evaluated in 20 field tests in western Canada. Desperado is adapted to the Parkland region of western Canada with high grain and dry matter yield potential and good grain test weight. Desperado has 6% higher dry matter yield than ‘AC Ranger’ and similar grain yield and test weight to AC Ranger. Desperado is resistant to several important barley diseases including stem rust ( Rpg1 resistance gene) and the surface‐borne smuts, as well as moderate resistance to spot blotch ( Cochliobolus spp.) and common root rot [caused by Cochliobolus sativus (Ito and Kuribayashi,) Dreschs. ex Dastur.].
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.
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 | 0.000 |
| 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 it