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
In 2001, approximately eight acres of canola (Brassica campestris/rapa) was planted on the Agricultural and Forestry Experiment Station’s Delta Field Research Site. Three Polish varieties were planted, mainly Reward and Colt, with a small amount of Horizon. Approximately ten 1500-pound bags of canola were harvested, totalling a yield of 15,000 pounds, nearly a ton per acre. In July of 2003 a small oil press was set up at the AFES Farm and about 25 gallons of oil was pressed. The oil yield was about 25–30% of the weight of the seed. The products, oil and meal, along with five samples of the canola seed were sent to SunWest Food Laboratory in Saskatoon, Saskatchewan, for analysis. This report contains quality data from tests of the canola seed, oil, and meal from the 2001 canola grown on the Delta farm.
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 | 0.001 | 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