{"id":"W6987415474","doi":"","title":"Sustainable crop protection. Results from the Pesticide Risk Reduction Program. A decision support system for knowledge-based management of Botrytis leaf blight of onion.","year":2019,"lang":"en","type":"report","venue":"The Atrium (University of Guelph)","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Blight; Decision support system; Botrytis; Crop; Pesticide; Reduction (mathematics); Decision system; Crop management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00147782,0.0005677557,0.0001494524,0.0007699945,0.0002436794,0.0006767536,0.0003989698,0.0003921272,0.0187671],"category_scores_gemma":[0.0009474778,0.00009171771,0.0001747004,0.0007763092,0.0001497516,0.0003572336,0.0004969508,0.0003137116,0.004649234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312565,"about_ca_system_score_gemma":0.0032939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03835556,"about_ca_topic_score_gemma":0.04147037,"domain_scores_codex":[0.9993706,0.0000873817,0.00002157978,0.00003146816,0.0004125707,0.00007636876],"domain_scores_gemma":[0.9994016,0.0001286739,0.00004442572,0.00003755813,0.0002451551,0.0001426081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001490538,0.00114151,0.02122851,0.0009749014,0.00004806739,0.0008367272,0.0002814804,0.004565425,0.01603359,0.005530123,0.4131475,0.5347216],"study_design_scores_gemma":[0.0003537805,0.001048202,0.1077597,0.0002468634,0.00007077195,0.0004229391,0.0003434779,0.004472381,0.03615301,0.002371323,0.8467306,0.0000268681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09523369,0.003215663,0.01331189,0.009283928,0.0005532223,0.002437754,0.1737404,0.002736967,0.6994864],"genre_scores_gemma":[0.3375642,0.00404589,0.0515037,0.001472174,0.0001200598,0.001095045,0.2503272,0.0004229249,0.3534488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03835556,"threshold_uncertainty_score":0.07626462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246341849103963,"score_gpt":0.2240682871982903,"score_spread":0.199434102287894,"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."}}