{"id":"W4415611357","doi":"10.1016/j.phytol.2025.103330","title":"Discovery and structure elucidation of novel antagonistic cyclic lipopeptides for the control of fungal agricultural pathogens","year":2025,"lang":"en","type":"article","venue":"Phytochemistry Letters","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Prince Edward Island","funders":"","keywords":"Bacteria; Lipopeptide; Cyclic peptide; Depsipeptide","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00004625502,0.00008506358,0.0001287296,0.000004322831,0.0001186425,0.00003243219,0.0001279479,0.0000364033,0.000006829982],"category_scores_gemma":[0.00006156888,0.0000291885,0.00006901506,0.00008400628,0.00008475377,0.00007894263,0.00002593213,0.00007618448,5.991516e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008240723,"about_ca_system_score_gemma":0.000004327744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007041526,"about_ca_topic_score_gemma":0.00003186281,"domain_scores_codex":[0.9995624,0.00001089278,0.0001639023,0.0001137621,0.00005107281,0.00009800715],"domain_scores_gemma":[0.9994005,0.0003720238,0.0001173671,0.00004992412,0.00004838388,0.00001180012],"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":[0.00004926241,0.00003046819,0.001786409,0.0000370784,0.00004104152,8.191387e-8,0.00001327715,0.00002611474,0.9964629,0.00002099427,0.0003302098,0.001202116],"study_design_scores_gemma":[0.0002443986,0.0000228552,0.1660313,0.00005285824,0.00005331495,0.000008114437,0.000201602,0.0001047772,0.8327852,0.0000161386,0.0004096053,0.00006978483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99641,0.0001153558,0.0004582989,0.001540734,0.00006962103,0.0001679272,0.001198878,0.000005816348,0.00003338669],"genre_scores_gemma":[0.9994598,0.00001397584,0.0000553285,0.0002228592,0.00007396175,0.00001197087,0.0001169746,3.894221e-7,0.00004473506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1642449,"threshold_uncertainty_score":0.1190272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008856534114736058,"score_gpt":0.2148154849571516,"score_spread":0.2059589508424155,"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."}}