{"id":"W2178690696","doi":"10.1094/pdis-11-14-1127-re","title":"Phenotypic Diversity of <i>Puccinia helianthi</i> (Sunflower Rust) in the United States from 2011 and 2012","year":2015,"lang":"en","type":"article","venue":"Plant Disease","topic":"Sunflower and Safflower Cultivation","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North Dakota State University","keywords":"Biology; Virulence; Rust (programming language); Sunflower; Race (biology); Host (biology); Veterinary medicine; Agronomy; Gene; Botany; Genetics; Medicine","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":[0.0002871313,0.0001547501,0.0001661188,0.0006805388,0.0004624006,0.000391423,0.0001840955,0.0001135335,0.000315124],"category_scores_gemma":[0.0003815374,0.0001028356,0.0001352666,0.001069084,0.0001924395,0.0001699779,0.000222561,0.0001998937,0.00005139191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035387,"about_ca_system_score_gemma":0.0007217488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.211399,"about_ca_topic_score_gemma":0.4581172,"domain_scores_codex":[0.9998024,0.00002079018,0.00001267871,0.00005494422,0.0000686774,0.00004064909],"domain_scores_gemma":[0.9993979,0.00003935461,0.0001485903,0.00002611658,0.0003105791,0.00007748981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249504,0.00003384115,0.9736003,0.00002290281,0.00006610698,0.0001431476,0.0006150731,0.0001374972,0.01282138,0.0000314005,0.0007971241,0.01160628],"study_design_scores_gemma":[9.107264e-7,0.00001548732,0.9989402,0.000002356943,0.000006608155,0.0000414731,0.0002098593,0.00004780714,0.0003668018,0.000003294165,0.0003633638,0.000001944408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982231,0.0001209853,0.00006556271,0.00002781105,0.000002416795,0.000006526573,0.001038798,0.000005689311,0.0005090133],"genre_scores_gemma":[0.9977944,0.0001397509,0.0001757357,0.00003288854,0.000002095908,0.00000714214,0.001618485,0.000002165182,0.0002273083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.211399,"threshold_uncertainty_score":0.420337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537246021213947,"score_gpt":0.2076484945542081,"score_spread":0.1722760343420686,"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."}}