{"id":"W4401616104","doi":"10.3390/insects15080613","title":"Suppressive Effect of Black Soldier Fly Larvae Frass on Fusarium Wilt Disease in Tomato Plants","year":2024,"lang":"en","type":"article","venue":"Insects","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Frass; Biology; Horticulture; Wilt disease; Solanum; Fusarium oxysporum; Pasteurization; Fusarium wilt; Botany; Agronomy; Larva; Food science","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":[0.0001841675,0.0001573186,0.0001918382,0.00003744999,0.00004647315,0.00005356261,0.0001463775,0.00009614302,0.0002447757],"category_scores_gemma":[0.00009860632,0.00005973003,0.00008564998,0.0002969856,0.00005117217,0.0001015432,0.0000426548,0.0001360686,0.000153283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002460603,"about_ca_system_score_gemma":0.00001420635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001669859,"about_ca_topic_score_gemma":0.0001639888,"domain_scores_codex":[0.9989073,0.0001768787,0.0001704274,0.000276121,0.0002190929,0.0002501847],"domain_scores_gemma":[0.9992138,0.0005576047,0.00003490026,0.00006108121,0.00001920441,0.0001134049],"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":[0.001983989,0.0005761999,0.06310607,0.001045,0.00009513495,0.00134337,0.001670899,0.001071102,0.8721424,0.001748178,0.01434095,0.04087665],"study_design_scores_gemma":[0.0007735021,0.001729772,0.6845851,0.0009237848,0.00003246695,0.000006283878,0.00005530129,0.01035373,0.2954823,0.0006017145,0.004948317,0.0005077462],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970248,0.0002016064,7.434717e-7,0.0001874911,0.0003791784,0.0003004401,0.0001162348,0.00008747572,0.001702074],"genre_scores_gemma":[0.9992725,0.00002344944,0.000001183098,0.0002243046,0.0001404073,0.00002114078,0.00009887019,0.000002060174,0.0002161271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.621479,"threshold_uncertainty_score":0.2680123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009224746504085914,"score_gpt":0.2306375925083784,"score_spread":0.2214128460042925,"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."}}