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
‘Bentley’ (Reg. No. CV‐342, PI 655071; CFIA Reg. No. 6489, Canadian PBR Appl. No. 08‐6331) is a two‐rowed, hulled, spring malting barley ( Hordeum vulgare L.) developed at the Field Crop Development Centre (FCDC), Lacombe, AB, Canada. Bentley was tested in FCDC trials as H93103004 from 2000 to 2004 and in Prairie Recommending Committee for Oat and Barley trials as TR05669 and FB414 during 2005, 2006, and 2007. It was registered for production in western Canada due to its high yields for both grain and biomass, good agronomic performance, and good grain quality traits especially for malting. Bentley is resistant to the spot form of net blotch (caused by Pyrenophora teres forma maculate Smedge) and moderately resistant to the surface‐borne smuts (caused by Ustilago spp.) and spot blotch [caused by Cochliobolus sativus (Ito & Kuribayashi) Drechs. 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