{"id":"W4247812569","doi":"10.1002/ange.201805673","title":"Genome‐Based Identification of a Plant‐Associated Marine Bacterium as a Rich Natural Product Source","year":2018,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"H2020 European Research Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Alexander von Humboldt-Stiftung","keywords":"Biology; Natural product; Genome; Gene cluster; Gene; Bacteria; Polyketide synthase; Shewanella; Polyketide; Whole genome sequencing; Genetics; Computational biology; Biochemistry; Biosynthesis","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":[0.00009462192,0.0002507494,0.0002461828,0.0005590434,0.0001444217,0.0003577476,0.000132723,0.000245235,0.0005126633],"category_scores_gemma":[0.0001359671,0.00009293619,0.000279905,0.0004524131,0.0001202539,0.0001267801,0.0002828915,0.0002789603,0.0003441925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334572,"about_ca_system_score_gemma":0.0002815859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006842672,"about_ca_topic_score_gemma":0.0009827834,"domain_scores_codex":[0.9999405,0.000006869845,0.000004322884,0.00001851984,0.00001736618,0.00001237491],"domain_scores_gemma":[0.9999107,0.0000175851,0.00001760758,0.00001202151,0.00001530636,0.00002674525],"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":[0.00014141,0.0000273438,0.001973972,0.00005900907,0.00001086996,0.0001210925,0.00002753047,0.00008984278,0.993705,0.00006570425,0.00005203064,0.003726219],"study_design_scores_gemma":[0.00006745209,0.0008620941,0.1530831,0.00007243264,0.0002371017,0.002370899,0.0005521427,0.005465704,0.8221891,0.0004553153,0.01461117,0.00003354722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846767,0.00133097,0.006523925,0.0001646023,0.00003103011,0.00008730216,0.005079704,0.0001806028,0.001925267],"genre_scores_gemma":[0.9759575,0.0007229064,0.01446504,0.00005556071,0.000008625644,0.00003454923,0.007608353,0.00002419985,0.001123259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006842672,"threshold_uncertainty_score":0.001715004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234773698129257,"score_gpt":0.2378189059278916,"score_spread":0.225471168946599,"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."}}