{"id":"W7051924999","doi":"","title":"Proceedings of the 47th Annual Meeting, Southern Soybean Disease Workers (March 4-5, 2020, Pensacola Beach, Florida)","year":2020,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soybean cyst nematode; Soybean rust; Leaf spot; Blight; Cercospora; Azoxystrobin; Phakopsora pachyrhizi; Disease control","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008459875,0.001031276,0.0003264819,0.0006015578,0.0004135469,0.001242595,0.0005615839,0.001040506,0.2438734],"category_scores_gemma":[0.0006637903,0.000198722,0.0002686354,0.0003526871,0.0001532456,0.0009893487,0.0008660792,0.0009828307,0.1461405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005950678,"about_ca_system_score_gemma":0.0009463491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00618357,"about_ca_topic_score_gemma":0.0170511,"domain_scores_codex":[0.9998263,0.00001939335,0.00001035279,0.00003744323,0.00007174243,0.00003478208],"domain_scores_gemma":[0.9994653,0.00002701758,0.00003635782,0.00001674066,0.0002320851,0.0002225834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000583802,0.00002089106,0.0007544871,0.00009064895,0.000003607918,0.00004022101,0.00001257875,0.00003658576,0.0007272146,0.00009681286,0.9431541,0.05500446],"study_design_scores_gemma":[0.00001121661,0.00002835488,0.003280737,0.0001102928,0.000004757558,0.00004148031,0.00006079438,0.00009436694,0.0001065283,0.000074245,0.9961836,0.000003621417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01158827,0.06467508,0.006424444,0.05583456,0.1057048,0.000994424,0.03206804,0.002478228,0.7202321],"genre_scores_gemma":[0.009362295,0.01307501,0.001970818,0.003181805,0.006123538,0.0002733248,0.009800874,0.0002042666,0.956008],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7561266,"threshold_uncertainty_score":0.8158379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006613100032828119,"score_gpt":0.1642076516137672,"score_spread":0.1575945515809391,"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."}}