{"id":"W1505693844","doi":"10.1080/07060661.2015.1066865","title":"Races of<i>Puccinia graminis</i>on barley, oat, and wheat in Canada in 2007 and 2008","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Stem rust; Puccinia; Avena; Biology; Hordeum vulgare; Population; Agronomy; Race (biology); Cultivar; Poaceae; Horticulture; Botany; Mildew; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003026547,0.0004555759,0.000355392,0.001496766,0.00210229,0.001018991,0.0006575687,0.0002719832,0.0006196992],"category_scores_gemma":[0.0005818243,0.0002233761,0.0003110903,0.002246695,0.000597799,0.0002346288,0.0004387042,0.0004802812,0.00009570651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02522334,"about_ca_system_score_gemma":0.01865516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926401,"about_ca_topic_score_gemma":0.9964897,"domain_scores_codex":[0.9993997,0.00001730493,0.00001512954,0.00008322993,0.0002277263,0.0002570169],"domain_scores_gemma":[0.9988527,0.000032814,0.0001541724,0.00001983399,0.0006747018,0.0002658037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007276063,0.0001203127,0.9213509,0.0001172622,0.0001465861,0.0008162555,0.002976382,0.0007372538,0.03663549,0.0005500039,0.003642001,0.03217991],"study_design_scores_gemma":[0.000005236545,0.00003051269,0.9952608,0.00001189758,0.00001729467,0.00007795457,0.0009617796,0.0003034567,0.0009745368,0.00001080432,0.002332347,0.00001348812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953291,0.0004367935,0.00007096986,0.0001093253,0.000009020369,0.00002582422,0.001945003,0.00001764909,0.002056256],"genre_scores_gemma":[0.994769,0.0003444121,0.0002139164,0.0000758651,0.000002961151,0.000007532502,0.002269583,0.000007330234,0.002309458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02522334,"threshold_uncertainty_score":0.183009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786712436964813,"score_gpt":0.1820422698254873,"score_spread":0.1641751454558391,"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."}}