{"id":"W7154810675","doi":"","title":"Recovery Plan for Tar Spot of Corn, Caused by Phyllachora maydis","year":2021,"lang":"en","type":"other","venue":"Iowa State University Digital Repository (Iowa State University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"tar (computing); Bushel; Hot spot (computer programming); Yield (engineering); Leaf spot; Spot welding","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0001434216,0.001537645,0.001940912,0.003526309,0.0004987426,0.000337228,0.001923448,0.0007952236,0.0003492956],"category_scores_gemma":[0.00009009631,0.002104259,0.00115966,0.002416477,0.001054275,0.001363211,0.000901234,0.0007677198,0.0001918978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002886357,"about_ca_system_score_gemma":0.001328389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598652,"about_ca_topic_score_gemma":0.0009033422,"domain_scores_codex":[0.9939483,0.0003824219,0.0007509228,0.002258881,0.00114902,0.001510459],"domain_scores_gemma":[0.9941396,0.0004395747,0.002052485,0.001624192,0.0007976529,0.0009465516],"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":[0.004100018,0.001037777,0.002439968,0.001231237,0.00360711,0.006914289,0.0007447198,0.0002756114,0.009442122,0.0003005538,0.9687334,0.0011732],"study_design_scores_gemma":[0.004772991,0.0006404858,0.0002354366,0.0008251483,0.0006879507,0.00003899784,0.002776416,0.00003812655,0.003730705,0.00005930092,0.9840257,0.002168774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04961487,0.0004661308,0.002564912,0.00002837732,0.001387905,0.002475725,0.07663936,0.001226465,0.8655962],"genre_scores_gemma":[0.01080599,0.0004518121,0.0003712941,0.00002512445,0.0001216177,8.585548e-7,0.004889248,0.001170867,0.9821632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1165669,"threshold_uncertainty_score":0.9997372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074187876213084,"score_gpt":0.1810472988912022,"score_spread":0.1703054201290714,"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."}}