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
‘Endeavor’ (Reg. No. CV‐341, PI 654824), a two‐rowed winter malting barley ( Hordeum vulgare L.), was developed and submitted for release in 2007 by the USDA–ARS, Aberdeen, ID, in cooperation with the University of Idaho Agricultural Experiment Station. Endeavor is a selection from the cross ORWM8406/‘Harrington’. ORWM8406 has the pedigree ‘Carstens’/‘Riso’ mutant 1508 (F 1 )//‘Cossack’. Riso mutant 1508 is an ethyleneimine‐induced mutant of ‘Bomi’. Progenitors of ORWM8406 are all European barleys. Harrington is a two‐rowed spring malting barley released by the Crop Development Centre, University of Saskatchewan, and is the current western two‐rowed malting industry standard. Endeavor was released because of its higher diastatic power compared with ‘Charles’, the most‐advanced two‐rowed winter malting barley adapted to Idaho.
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