{"id":"W2141160947","doi":"10.1016/j.biocontrol.2010.09.011","title":"Lipopeptides are essential for Pseudomonas sp. DF41 biocontrol of Sclerotinia sclerotiorum","year":2010,"lang":"en","type":"article","venue":"Biological Control","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sclerotinia sclerotiorum; Biology; Canola; Phyllosphere; Stem rot; Mutant; Microbiology; Rhizoctonia solani; Biological pest control; Surfactin; Autoinducer; Population; Sclerotinia; Biofilm; Quorum sensing; Botany; Bacteria; Gene; Biochemistry; Genetics; Bacillus subtilis","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":[0.0004574729,0.0002085686,0.0004252075,0.00001894798,0.0002707221,0.00006187028,0.000569756,0.0002657273,0.0006090467],"category_scores_gemma":[0.0006666561,0.00007537586,0.0002899006,0.0001305001,0.0002024297,0.0001004769,0.00008870618,0.0002864331,0.00004378567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008212278,"about_ca_system_score_gemma":0.00000970435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001784432,"about_ca_topic_score_gemma":0.0004960702,"domain_scores_codex":[0.9986368,0.000115658,0.000418103,0.0003286361,0.0001035813,0.0003972267],"domain_scores_gemma":[0.9983917,0.000843756,0.0002930541,0.0001442118,0.0002156649,0.0001115776],"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":[0.000405696,0.0002334736,0.01309993,0.000003485407,0.00003557743,8.495826e-7,0.000004420562,0.000002889365,0.9757397,0.0002360108,0.001276682,0.008961262],"study_design_scores_gemma":[0.002879174,0.001940435,0.7869486,0.00006322052,0.00006494945,0.00002973913,0.0001996579,0.0009636796,0.1397709,0.001378758,0.06515676,0.0006041462],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952474,0.00006420261,0.0003505166,0.001833504,0.0004747766,0.0008943522,0.0009559308,0.00006903499,0.0001103105],"genre_scores_gemma":[0.9982105,0.00002276158,0.0006135771,0.0003680111,0.0005087975,0.0001231365,0.0000678195,0.0000015377,0.00008388941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8359689,"threshold_uncertainty_score":0.6668634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301806015743083,"score_gpt":0.2326537168551362,"score_spread":0.2096356566977054,"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."}}