{"id":"W7135324279","doi":"","title":"Known Distribution of the Soybean Cyst Nematode, Heterodera glycines, in the United States and Canada Through 2023","year":2025,"lang":"en","type":"article","venue":"Iowa State University Digital Repository (Iowa State University)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heterodera; Soybean cyst nematode; Distribution (mathematics); Crop; Nematode; Government (linguistics); Yield (engineering)","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":[0.0002566839,0.0003352574,0.0002171822,0.005015491,0.002494525,0.001323085,0.0006326371,0.0002445942,0.003408895],"category_scores_gemma":[0.0007874727,0.0001965526,0.0003797435,0.01014543,0.000444496,0.0003736376,0.0006711697,0.0004137215,0.0005077571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02452147,"about_ca_system_score_gemma":0.03726773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967586,"about_ca_topic_score_gemma":0.9982727,"domain_scores_codex":[0.9995304,0.00001165363,0.00002241935,0.0000633467,0.0002263018,0.0001458784],"domain_scores_gemma":[0.9977982,0.00006343757,0.0002149767,0.00002773709,0.00152263,0.0003730918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001812645,0.00006613816,0.8136439,0.0006110685,0.0001656106,0.001238566,0.003374726,0.0007428534,0.002771081,0.002289068,0.0695639,0.1053518],"study_design_scores_gemma":[0.000005753328,0.00001084719,0.9600952,0.0001644144,0.00003224917,0.0002144938,0.001974864,0.0002576824,0.0003512766,0.00008422586,0.03678708,0.00002192817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6969675,0.01620825,0.0007261348,0.003246034,0.0001011977,0.000149272,0.1799955,0.0002911177,0.1023149],"genre_scores_gemma":[0.9010467,0.01913162,0.00211539,0.001030835,0.00002429799,0.0000749184,0.05060692,0.00006137417,0.02590793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02452147,"threshold_uncertainty_score":0.1779165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006450537588462726,"score_gpt":0.1598595336508843,"score_spread":0.1534089960624215,"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."}}