Estimation of the initial material of spring barley in the Rostov region
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 current paper has presented the study results of the collection samples of spring barley. The purpose of the study was a comprehensive research of the collection of spring barley varieties and lines of various ecological and geographical origin in order to identify the most valuable economic and biological forms for targeted use in breeding programs of the department of barley breeding and seed production in the Federal State Budgetary Scientific Institution Agricultural Research Center “Donskoy”. The study was carried out on the experimental plots of the FSBSI “ARC “Donskoy” in 2017–2019. The objects of the study were 85 spring barley samples. The collection seed-plot was formed from the best varieties of breeding institutions in various regions, most of which were the varieties of domestic breeding (FSBSI FRC All-Russian Institute of genetic resources of plants named after N.I. Vavilov, FSBSI “ARC “Donskoy, FSBSI “National Center of grain named after P.P. Lukyanenko”, FSBSI North-Caucasus FSAC, etc.), as well as the varieties of the European Union (England, Germany, France, Czech Republic, Denmark, Latvia), Canada, Belarus, Ukraine. The sowings were carried out in a row method with a row spacing of 15 cm with the Wintersteiger Plotseed seeder; the plots were seven-row, with an area of 10 m 2 . The seeding rate was 450 germinated seeds per 1 m² without repetitions. The standard variety ‘Ratnik’ was sown every 20 numbers in the seed-plot. The forecrop was sunflower. There were made phenological observations, estimated varieties’ resistance to lodging and diseases, assessed productivity and conducted structural analysis of plants in points according to the estimation system of the main economically valuable traits given in the Methodological recommendations for studying the world barley and oats collection (2012). As a result, there were identified the following varieties with a complex of economically valuable traits, as ‘Kazer’, ‘Azov’, ‘Tan 1’, ‘Divny’, ‘Chelyabinsky 99’, ‘Khadzhibey’, ‘Raushan’, ‘Agat’, ‘Suzdalets’, ‘Bagrets’, ‘Rus’, ‘Elf’, ‘Rakhat’ (Russia); ‘Nord 071111’, ‘Obolon’, ‘Odessa 22’, ‘Donetsk 14’, ‘Donetsk 15’ (Ukraine); ‘Perun’, ‘Prestige’ (Czech Republic); ‘Viking’, ‘Philadelphie’ (Germany). The identified varieties are going to be used in further breeding programs of the FSBSI “ARC “Donskoy”.
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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