{"id":"W1978728262","doi":"10.1016/j.cropro.2011.11.008","title":"Comparison of monitoring based indicators for initiating fungicide spray programs to control Botrytis leaf blight of onion","year":2011,"lang":"en","type":"article","venue":"Crop Protection","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; Phytodata","funders":"Agriculture and Agri-Food Canada","keywords":"Fungicide; Conidium; Botrytis; Biology; Blight; Horticulture; Disease control; Agronomy; Botrytis cinerea; Biotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001303964,0.00009635255,0.0001625134,0.00006963607,0.00006120896,0.00000688512,0.00007565041,0.0001030483,0.000004185994],"category_scores_gemma":[0.000142391,0.0000918797,0.00008713982,0.0001172983,0.0000275779,0.000004323211,0.00001646574,0.00004470256,8.937866e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009917715,"about_ca_system_score_gemma":0.00004464819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002198283,"about_ca_topic_score_gemma":0.000005658884,"domain_scores_codex":[0.9992971,0.00003787295,0.0002486469,0.0001864517,0.00008725373,0.0001426694],"domain_scores_gemma":[0.9994728,0.000006676878,0.000206498,0.0001390449,0.0001016512,0.00007333041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004534476,0.0001643026,0.08277302,0.0001005333,0.00002859775,2.850165e-7,0.0000568242,0.00004812135,0.9073704,0.000008929508,0.00001598643,0.008979518],"study_design_scores_gemma":[0.0004881142,0.001231908,0.0280787,0.00007691862,0.00003781561,8.436453e-7,0.00006497168,0.0002077339,0.9691217,0.000005118838,0.0005852716,0.0001009326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352477,0.0001653708,0.06330853,0.00000858614,0.0001331739,0.0008895754,0.0001209599,0.00001326095,0.0001128504],"genre_scores_gemma":[0.9965572,0.000001697937,0.003039007,0.00001225306,0.00009789805,0.0002158879,0.00005152374,0.00001369319,0.00001085151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06175123,"threshold_uncertainty_score":0.3746746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05335572661183718,"score_gpt":0.295812073525697,"score_spread":0.2424563469138598,"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."}}