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
‘Ambassador’ (Reg. No. CV‐1048, PI 656845) soft white winter wheat ( Triticum aestivum L.) was developed by the Michigan Agricultural Experiment Station and released in 2007 via an exclusive licensing agreement through Michigan State University (MSU) Technologies. Ambassador was selected from the cross Pioneer ‘2737W’/D1148 made in 1994 at MSU. The objective of the cross was to create a high‐yielding soft white winter wheat variety adapted to Michigan and the surrounding region with good agronomic performance and acceptable quality. Soft white winter wheat is used in many wheat‐related industries and is a large portion of the wheat market in Michigan. Ambassador is an F 7 derived line, with the original experimental number E0028. In addition to the standard yield‐test criteria, milling and baking performances were also considered for selection. Ambassador was released because of its excellent grain yield, flour yield, and good winterhardiness. Its primary weaknesses include low test weight and high susceptibility to Fusarium head blight (caused by Fusarium graminearum Schwabe) and associated deoxynivalenol accumulation. Ambassador is well adapted to Michigan and Ontario, Canada and has also produced high yields throughout the region. The name was chosen because Ambassador's performance excels in both the United States (Michigan) and Canada (Ontario), bringing together white‐wheat growers on both sides of the border.
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