{"id":"W2729758754","doi":"10.1094/pdis-12-16-1832-re","title":"Effect of Soybean Cyst Nematode Resistance Source and Seed Treatment on Population Densities of <i>Heterodera glycines</i>, Sudden Death Syndrome, and Yield of Soybean","year":2017,"lang":"en","type":"article","venue":"Plant Disease","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"College of Engineering, Michigan State University; University of Illinois at Urbana-Champaign; North Central Soybean Research Program; Grain Farmers of Ontario; Iowa State University; Bayer CropScience; Michigan State University; Purdue University","keywords":"Heterodera; Biology; Soybean cyst nematode; Cyst; Nematode; Agronomy; Yield (engineering); Resistance (ecology); Population; Population density; Nematology; Seed treatment; Ecology; Germination","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000812692,0.0001227667,0.0002912096,0.00001606893,0.000179511,0.00003130117,0.00007013042,0.00002238969,0.000006073696],"category_scores_gemma":[0.0000419929,0.00005136159,0.00004634252,0.00002451539,0.00006382053,0.00007767675,0.00005356837,0.0000162344,3.650548e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004486651,"about_ca_system_score_gemma":0.000001441912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002369647,"about_ca_topic_score_gemma":0.0002153169,"domain_scores_codex":[0.9993913,0.0000414814,0.0001824501,0.0001625484,0.0001293807,0.00009288548],"domain_scores_gemma":[0.9994155,0.000173161,0.0002474609,0.0000865644,0.00002140872,0.00005587784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001409315,0.0001169606,0.9644161,0.0005971994,0.00009369985,0.0000283739,0.0001828399,0.000002905024,0.03176631,0.0002923059,0.00005959498,0.001034344],"study_design_scores_gemma":[0.0003140392,0.000342158,0.9948667,0.0002487709,0.0001012504,0.000002218025,0.00007857988,0.00005266166,0.00381674,0.00005791684,0.00002774095,0.00009117643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998993,0.0001704483,0.000001055529,0.0001790052,0.00002339391,0.0002209975,0.0002883642,0.00001211916,0.0001115632],"genre_scores_gemma":[0.99953,0.00009012593,0.000003246248,0.00001607389,0.00001696951,0.000008437607,0.0001240022,0.000001137399,0.0002100756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0304506,"threshold_uncertainty_score":0.2094465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644489241826572,"score_gpt":0.223650618559467,"score_spread":0.2072057261412013,"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."}}