{"id":"W4407683070","doi":"10.2139/ssrn.5144120","title":"Mycin and Peptin Lipopeptides are Major Contributors to the Biocontrol of Sclerotinia Sclerotiorumby Pseudomonas Mediterranea","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Government of Canada; Agriculture and Agri-Food Canada; Université de Moncton","funders":"","keywords":"Biological pest control; Biology; Pseudomonas; Microbiology; Botany; Bacteria; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000211179,0.0004518401,0.0002155199,0.0002101985,0.0001440614,0.0003905054,0.0001489852,0.0004320409,0.001712699],"category_scores_gemma":[0.0002459923,0.0001525954,0.0001358019,0.0001403117,0.0001782706,0.000277605,0.0004313855,0.0003486877,0.0003299039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712955,"about_ca_system_score_gemma":0.00008928044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002209518,"about_ca_topic_score_gemma":0.000209059,"domain_scores_codex":[0.9998463,0.00003185437,0.000008119174,0.00003379165,0.00004350709,0.00003635837],"domain_scores_gemma":[0.9998125,0.00003925967,0.0000648034,0.00001534017,0.00001968698,0.0000483783],"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":[0.0001943242,0.000007882179,0.0003933428,0.00002287345,0.000002378471,0.00002876318,0.000007515973,0.00002885908,0.9981183,0.0000408462,0.0000177796,0.001137254],"study_design_scores_gemma":[0.00002838342,0.0003787951,0.03020149,0.000007486287,0.00001839097,0.0003281846,0.00005095416,0.0009233389,0.9661134,0.0001565734,0.001787368,0.000005634533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962608,0.001362303,0.001022206,0.00008661509,0.00001629807,0.00001169347,0.0001196615,0.00003284188,0.001087465],"genre_scores_gemma":[0.9969789,0.0004288706,0.000604537,0.0000411262,0.0000124169,0.00001083376,0.0002813649,0.00001290774,0.001629202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001712699,"threshold_uncertainty_score":0.005729556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118734947894356,"score_gpt":0.2113562801152224,"score_spread":0.2001689306362788,"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."}}