THE CHARACTERISTIC OF HULLED BARLEY VARIETIES ON ECONOMIC-VALUABLE TRAITS
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
The characteristic of hulled barley varieties on economic-valuable traits Barley is a universal agricultural grain crop, both in the distribution area and in diversified use. In recent years, the varieties of hulled barley together with the conventional unhulled varieties were introduced into the State List of Breeding Achievements of the Russian Federation. Grain of such varieties is more nutritious, as it contains larger amount of protein, vitamins, amino acids, etc. As there are no varieties of hulled barley in the State List of Breeding Achievements of RF on the Rostov region, the purpose to select varieties adapted to soil-climatic conditions of the North-Caucasus region is becoming more and more important [1]. The article presents the study results of more than 100 collection variety samples of spring hulled barley. The experiments were carried out on the fields of the department of barley breeding and seed-growing of the FSBSI “Agricultural Research Center “Donskoy” in 2014-2016. The lines and varieties “К-3426” (Japan), “К-3754” (Japan), “К-19109” (India), “К-26598” (Ethiopia), “E.E.A.N.46” (Bolivia), “Golozerny” (RF), “Golozerny 1” (RF), “Korona Laschego” (Poland), “Brunee” (Ethiopia) have been selected as the sources of fast ripening. The lines and varieties “К-266” (Pakistan), “К-26648” (Pakistan), “Nigohadaka” (Japan), “К-16535” (RF), “84469/70” (Czech Republic), “1218-524” (Czech Republic), “Buck CDC” (Canada) have been selected as the sources of large number of kernels per head. The lines and varieties “Dai-Mai” (Turkmenistan), “Аkkа” (Israel), “К-19103” (India), “К-3115” (Tajikistan), “К-3118” (Tajikistan) have been selected as the sources of productivity. The lines and varieties “Brunee” (Ethiopia), “S-264” (Mexico), “К-266” (Pakistan), “Omsky golozerny 1” (RF), “Yudinsky 1” (RF), “Аkkа” (Israel), “К-1328” (Turkey), “Kitaki-nadaka” (Japan), “К-3426” (Japan), “Komehadaka” (Japan) have been selected as the sources with high indexes of protein, lysine and starch. The following varieties “Brunee” (Ethiopia), “S-264” (Mexico), “К-266” (Pakistan), “Omsky golozerny 1” (RF), “Yudinsky 1” (RF), “Nigohadaka” (Japan), “Komehadaka” (Japan) have been selected due to a complex of the traits. All these varieties and lines have been recommended and are being used in the breeding programs while developing a new selection material of hulled barley, adapted to the increasing aridity of climate.
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