{"id":"W7099010089","doi":"","title":"Insects and Diseases PS&C Prairie Soils & Crops Journal Foliar diseases of barley: Don’t rely on a Single Strategy from the Disease Management Toolbox","year":2015,"lang":"en","type":"article","venue":"","topic":"Spider Taxonomy and Behavior Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease management; Toolbox; Leaf spot; Plant disease; Yield (engineering); Disease control; Growing season","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":[0.0001149031,0.0002987478,0.00016615,0.0004634252,0.001059986,0.001689713,0.000313398,0.0004138116,0.00923252],"category_scores_gemma":[0.0001234196,0.0001485652,0.00007216097,0.0006830436,0.0005275199,0.0006017086,0.0004176503,0.0004985416,0.001356825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002494179,"about_ca_system_score_gemma":0.003212408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2742496,"about_ca_topic_score_gemma":0.5451611,"domain_scores_codex":[0.9998939,0.000005259478,0.000005226507,0.00001367383,0.00005494632,0.00002690536],"domain_scores_gemma":[0.9998714,0.000005733977,0.00001944519,0.000006586506,0.00004419498,0.0000526667],"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":[0.0001518991,0.0001694254,0.04665118,0.0007365754,0.00004336379,0.0007514699,0.001150359,0.0005369284,0.05859042,0.006055173,0.03535886,0.8498044],"study_design_scores_gemma":[0.00001277833,0.0001862749,0.3568248,0.0002847067,0.00003648293,0.0012974,0.002617207,0.0004254998,0.009300177,0.001881286,0.6270955,0.00003795235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3512908,0.111864,0.004760524,0.01230602,0.0004225028,0.0002052313,0.002673799,0.0005681001,0.515909],"genre_scores_gemma":[0.6213938,0.08372428,0.00870845,0.001671913,0.0002281906,0.00003543624,0.001247186,0.00007679316,0.282914],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2742496,"threshold_uncertainty_score":0.5453064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06467871208171654,"score_gpt":0.288160345373124,"score_spread":0.2234816332914074,"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."}}