{"id":"W2041724627","doi":"10.1111/j.1462-2920.2009.02049.x","title":"Identification and characterization of new LuxR/LuxI‐type quorum sensing systems from metagenomic libraries","year":2009,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Quorum sensing; Biology; Metagenomics; Cosmid; Chromobacterium violaceum; Gene; Genetics; Virulence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003876987,0.0008491037,0.0007995451,0.001534992,0.0002865693,0.0006569104,0.0004603899,0.000374409,0.001346317],"category_scores_gemma":[0.0009193325,0.0003460698,0.000796892,0.001601387,0.0002295054,0.0003401482,0.0005368707,0.0008045266,0.000998363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027929,"about_ca_system_score_gemma":0.0004257133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005094417,"about_ca_topic_score_gemma":0.0006733455,"domain_scores_codex":[0.9995127,0.00006142919,0.00006176168,0.0001060663,0.0001631775,0.00009499534],"domain_scores_gemma":[0.9995137,0.0001316821,0.00009032065,0.00005136936,0.00009329917,0.0001195563],"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":[0.0001124276,0.00006113199,0.0005986416,0.00006815911,0.00001410683,0.00009150712,0.00004273924,0.00005966078,0.994805,0.00003734508,0.00003819823,0.004071128],"study_design_scores_gemma":[0.0001117299,0.001683793,0.05382571,0.00006615611,0.0003859984,0.00244925,0.0002798445,0.002845827,0.9274437,0.0002937882,0.01055011,0.00006402245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594729,0.001382194,0.02402743,0.0003458705,0.00005500569,0.0006616644,0.01155377,0.0004787902,0.002022428],"genre_scores_gemma":[0.8556504,0.00316285,0.07560577,0.0005059419,0.0001111349,0.0007148687,0.0554031,0.0004311131,0.008414781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534992,"threshold_uncertainty_score":0.004503906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005408997137780641,"score_gpt":0.1785783542604387,"score_spread":0.173169357122658,"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."}}