{"id":"W4293560907","doi":"10.28983/asj.y2022i8pp11-15","title":"Immunological clustering of the spring barley gene pool in the conditions of the Ryazan region","year":2022,"lang":"en","type":"article","venue":"The Agrarian Scientific Journal","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bipolaris; Powdery mildew; Biology; Subspecies; Geography; Veterinary medicine; Horticulture; Botany; Medicine; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009058938,0.0001350342,0.0001892953,0.0005527267,0.0003727166,0.0002841108,0.00009424694,0.000105534,0.0009197114],"category_scores_gemma":[0.0001323752,0.00007294457,0.000173052,0.0003383337,0.0002039282,0.00008814569,0.0002114601,0.0001726464,0.0001934615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783131,"about_ca_system_score_gemma":0.0001787714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474102,"about_ca_topic_score_gemma":0.003139503,"domain_scores_codex":[0.9998544,0.00001369353,0.000008215729,0.00006464027,0.00002762183,0.00003133951],"domain_scores_gemma":[0.9998852,0.00001110893,0.00003558606,0.00001065627,0.00002627337,0.00003114092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002856593,0.00004464524,0.08780535,0.00003528356,0.00002814762,0.0001351196,0.0008375683,0.00005742006,0.9061729,0.00006974116,0.00006681705,0.004461358],"study_design_scores_gemma":[0.000004456926,0.0002282129,0.9825563,0.000003692696,0.00001973328,0.0002934037,0.0004804399,0.00008181646,0.01536362,0.00002840853,0.0009353317,0.00000457065],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994141,0.00006437132,0.00009668184,0.000004629787,0.000001746506,0.000003833085,0.0001440317,0.000001941194,0.0002686165],"genre_scores_gemma":[0.9984843,0.00005556797,0.0002124261,0.00001248391,0.000002992387,0.000009149764,0.0005920583,0.000003885295,0.0006271377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002474102,"threshold_uncertainty_score":0.004919469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726117096807782,"score_gpt":0.1995092166768216,"score_spread":0.1722480457087438,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}