{"id":"W3139289687","doi":"10.1088/1755-1315/677/4/042033","title":"Study of samples of spring barley from the collection of the All-Russian institute of crop production for resistance to biotic stress","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bipolaris; Crop; Biology; Agronomy; Hordeum vulgare; Fusarium; Fodder; Resistance (ecology); Horticulture; Poaceae","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":[0.000145727,0.0005538305,0.0003613302,0.001169598,0.0008938637,0.0004227693,0.0002790257,0.0003063552,0.001785408],"category_scores_gemma":[0.0002197576,0.0001222261,0.0002835755,0.001065791,0.0002048662,0.00009416691,0.0003149303,0.0002595143,0.0008017638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003194679,"about_ca_system_score_gemma":0.0003256773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008876237,"about_ca_topic_score_gemma":0.01035664,"domain_scores_codex":[0.9997995,0.00001250731,0.000019612,0.00007229677,0.00005933696,0.0000366829],"domain_scores_gemma":[0.9998183,0.0000142946,0.00002739977,0.00001534651,0.00008923438,0.00003539708],"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":[0.0007851312,0.0002693846,0.2385192,0.0003164102,0.0001072153,0.005162792,0.00340419,0.0001578846,0.7265521,0.0001638657,0.001260919,0.02330087],"study_design_scores_gemma":[0.00001262944,0.0002349883,0.9703044,0.00003006152,0.00006124921,0.001409622,0.001448045,0.00012971,0.01804364,0.00003327237,0.00828457,0.000007755911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908948,0.0007109657,0.0009756751,0.00004205454,0.00005988533,0.00009875719,0.004762497,0.00002718155,0.002428165],"genre_scores_gemma":[0.974982,0.0008419803,0.002959113,0.000116327,0.00005522313,0.0001914396,0.01329878,0.00004433407,0.007510721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008876237,"threshold_uncertainty_score":0.01764911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797352306211783,"score_gpt":0.2033066365397433,"score_spread":0.1753331134776255,"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."}}