{"id":"W4384131083","doi":"10.3390/su151410957","title":"Assessment of Antifungal/Anti-Oomycete Activity of Frass Derived from Black Soldier Fly Larvae to Control Plant Pathogens in Horticulture: Involvement of Bacillus velezensis","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Frass; Oomycete; Biology; Food science; Botany; Mycelium; Microbiology; Larva; Pathogen","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":[0.0007932286,0.0001625583,0.0005084111,0.0000395888,0.00005318977,0.00001058573,0.0001788163,0.0001236359,0.00009189385],"category_scores_gemma":[0.0005479928,0.00007691603,0.0001392533,0.000797788,0.00012822,0.00007186586,0.0001194257,0.0001077841,0.000001680094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696912,"about_ca_system_score_gemma":0.00008874865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943614,"about_ca_topic_score_gemma":0.001795225,"domain_scores_codex":[0.9981726,0.0003591378,0.000440664,0.0003545173,0.0003398839,0.0003332061],"domain_scores_gemma":[0.9985961,0.0003845335,0.0002079002,0.0001478883,0.0005711055,0.00009241246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000916334,0.0002834709,0.3112403,0.0001384518,0.00003200865,0.000006654511,0.0004563429,0.0006263017,0.6846145,0.00008157209,0.00007001305,0.002358747],"study_design_scores_gemma":[0.0003775559,0.0002727253,0.8994212,0.0000292177,0.00002061824,9.890231e-8,0.001307278,0.001784642,0.09632959,0.0002501183,0.00008501842,0.0001219199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977331,0.00001117512,0.0000491195,0.0004905261,0.00007003952,0.0008948799,0.0006912713,0.00002969498,0.00003025259],"genre_scores_gemma":[0.9997107,0.00001542842,0.00004606942,0.00005695284,0.00002232568,0.00003013563,0.0001045434,0.000001540083,0.00001235168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5882849,"threshold_uncertainty_score":0.3136545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445066559764126,"score_gpt":0.2505010629193142,"score_spread":0.236050397321673,"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."}}