Bibliographic record
Abstract
Kengyilia Yen and Yang is a new genus in the Triticeae from west China. It is similar to Roegneria C. Koch, from which it differs by the erect spikes with dense arrangement of spikelets and the densely pilose or hirsute lemmas. A cytological characteristic is the set of long chromosomes of the P genome, which can clearly be distinguished from the S and Y genomes of Roegneria and the S and H genomes of Elymus L. Morphologically Kengyilia is similar to Agropyron Gaertn from which it differs in having flat glumes, lemmas with rounded (rarely keeled) back and often by the presence of a terminal spikelet in the spikes. Sometimes its inflorescence is rather lax. Cytologically it differs from Agropyron in having the small chromosomes of the S and Y genomes in addition to the P genome set common to both. Thus, Kengyilia is a genus intermediate between Agropyron and Roegneria. To date 16 species are known to belong to Kengyilia. A key to species is presented.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.053 | 0.027 |
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 source (direct Gemma or distilled Codex), 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".