{"id":"W2396927308","doi":"10.1094/pdis-02-16-0184-fe","title":"Identifying and Managing Root Rot of Pulses on the Northern Great Plains","year":2016,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Root rot; Pythium; Biology; Rhizoctonia solani; Agronomy; Fungicide; Blight; Rhizoctonia; Seedling; Cropping; Cultivar; Fusarium; Disease management; Agriculture; Horticulture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001904215,0.0002161142,0.000183474,0.0003109441,0.0002867882,0.0003990575,0.0002822597,0.0002163342,0.0008154596],"category_scores_gemma":[0.0002304483,0.00007732736,0.00009735296,0.0002454352,0.0001525001,0.0002241916,0.0002763254,0.0002658016,0.0001395144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008497,"about_ca_system_score_gemma":0.0006444428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006863833,"about_ca_topic_score_gemma":0.02110337,"domain_scores_codex":[0.9998915,0.0000178049,0.000008358313,0.00002422378,0.00003785096,0.00002019889],"domain_scores_gemma":[0.9997751,0.00003400895,0.00008769053,0.000008306422,0.00004973503,0.00004516294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004116208,0.0003235722,0.1947249,0.002420154,0.0001494345,0.005487286,0.001911042,0.001908424,0.2472274,0.000455526,0.005901253,0.5390794],"study_design_scores_gemma":[0.00004114949,0.001161169,0.9146,0.0005259654,0.0002080717,0.003274889,0.003887366,0.001690395,0.02214308,0.0004630307,0.05196654,0.00003832443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9752049,0.0137696,0.00186134,0.0008640341,0.00005076719,0.00008874142,0.0002477261,0.0001483203,0.007764514],"genre_scores_gemma":[0.9723461,0.01644307,0.005086371,0.0004455213,0.00007069954,0.000053031,0.0005070479,0.00001611622,0.005032173],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006863833,"threshold_uncertainty_score":0.01364774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0242391054030997,"score_gpt":0.2039441070804815,"score_spread":0.1797050016773818,"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."}}