{"id":"W2322982848","doi":"10.1142/9789812776624_0073","title":"COMPARISON OF BIOLUMINESCENCE-BASED METHODS FOR DETECTING BACTERIAL QUORUM SENSING MOLECULES IN <i>PSEUDOMONAS FLUORESCENS</i>","year":2002,"lang":"en","type":"article","venue":"","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Quorum sensing; Pseudomonas fluorescens; Bioluminescence; Pseudomonas aeruginosa; Microbiology; Chemistry; Computer science; Bacteria; Biology; Biofilm; Biochemistry; 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":[0.002427648,0.0008660788,0.0007503701,0.001216175,0.0004058553,0.0008592677,0.001223303,0.001082523,0.0006032565],"category_scores_gemma":[0.002932221,0.0005091378,0.0007170489,0.0007716751,0.00053858,0.0007243486,0.0007714855,0.001097946,0.0004617581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008311821,"about_ca_system_score_gemma":0.0003494016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716738,"about_ca_topic_score_gemma":0.002785535,"domain_scores_codex":[0.9976243,0.0006899946,0.0001045485,0.0003096707,0.001084986,0.0001864879],"domain_scores_gemma":[0.9973341,0.001151911,0.0003995231,0.0001229735,0.0008662199,0.0001252525],"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":[0.000889681,0.00008934776,0.001782209,0.0002839417,0.00006093296,0.00001997156,0.00007875496,0.0002300077,0.9867983,0.00009368191,0.00009799184,0.009575136],"study_design_scores_gemma":[0.00004291946,0.0008315193,0.0115533,0.00001602355,0.00009825824,0.0002317265,0.0001023313,0.004288828,0.9816899,0.000074869,0.001017905,0.00005237671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295597,0.008469562,0.05812214,0.0003741812,0.0002098402,0.0001543388,0.0008027061,0.0002929831,0.002014512],"genre_scores_gemma":[0.9104475,0.004916184,0.0772666,0.0004089723,0.0001006369,0.000418932,0.001922362,0.0000970585,0.004421701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002427648,"threshold_uncertainty_score":0.01283878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04597201492159247,"score_gpt":0.3341089623718281,"score_spread":0.2881369474502357,"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."}}