Genetic Improvement and Evolution of Triticeae
Bibliographic record
Abstract
Triticeae is the plant family of Pooideae in Gramineae, including 33 genera. The species used for cultivation or consumption mainly belong to seven genera, namely Aegilops, Amblyopyrum, Elymus, Hordeum, Leymus, Secale and Triticum. The Triticeae species are widely distributed, adaptable and rich in diversity. They have a huge and abundant gene pool composed of various excellent genes, which provides a good genetic background for the improvement of wheat crops and the improvement of herbage quality. Ancient fossil evidence indicates that grasses existed between the Paleocene and the Eocene. Sichuan Agricultural University used the method of loose molecular clocks to speculate that the origin and differentiation of the Tribes occurred in the early Miocene. Triticeae evolved into today, due to the variety of species and complex origins, natural hybridization between different species and genera is frequent, and the wheat family has some of the most complicated genetic histories.
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.
How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".