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
‘CDC Lophy‐I’ (Reg. No. CV‐339, PI 653112; CN 111360; CFIA Reg. No. 6335; Canadian PBR Appl. No. 06–5470) is a two‐rowed spring hulless feed barley ( Hordeum vulgare L.) developed at the Crop Development Centre (CDC), University of Saskatchewan, Saskatoon, SK, Canada. CDC Lophy‐I was tested as SR03044 in CDC yield trials from 2003 to 2004 before being evaluated from 2004 to 2005 in the Western Canadian Hulless Barley Cooperative Tests as HB379. CDC Lophy‐I is the first commercial barley variety containing the lpa3‐1 gene, which results in a 60 to 65% reduction in seed phytate compared with conventional barley varieties. This is the lowest seed phytate content of any currently registered barley variety worldwide. Additionally, CDC Lophy‐I combines good kernel weight and strong straw with low Fusarium head blight (incited by Fusarium graminearum Schwabe) deoxynivalenol accumulation and resistance to loose smut [incited by Ustilago nuda (Jens.) Rostr.].
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