{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001829962,0.00008845235,0.00009990289,0.0000161428,0.00008882055,0.00002018175,0.0001745795,0.00003432411,0.0001686967],"category_scores_gemma":[0.0000450996,0.00003051231,0.00002814294,0.000159172,0.00004573518,0.0001335206,0.00009779296,0.00006502058,0.00002082025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008089206,"about_ca_system_score_gemma":0.000006858061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004573337,"about_ca_topic_score_gemma":0.0009229098,"domain_scores_codex":[0.9992976,0.00009382168,0.0001191833,0.000155034,0.0002000263,0.0001343474],"domain_scores_gemma":[0.9995199,0.0002007676,0.00004223265,0.00005441775,0.00004096753,0.000141714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001069192,0.0004712187,0.964964,0.00001082984,0.00002514751,0.00005275834,0.004163838,0.00004818291,0.002042097,0.0001165389,0.02320262,0.003833538],"study_design_scores_gemma":[0.0003608099,0.0000524221,0.9872419,0.0000206708,0.00002749697,4.869285e-7,0.001642963,0.0002812372,0.00008117298,0.001014918,0.009156445,0.0001194236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973328,0.0004464508,0.000002259519,0.0009174665,0.0000792461,0.0001211541,0.001001485,0.00001692161,0.00008217859],"genre_scores_gemma":[0.9981434,0.00009366619,0.00001164455,0.00057344,0.00005663928,0.000003360707,0.001091843,4.837167e-7,0.00002550642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02227791,"threshold_uncertainty_score":0.6913548,"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."}}