{"id":"W2040749742","doi":"10.1016/j.mimet.2005.06.003","title":"A simple, rapid, sensitive method detecting homoserine lactone (HSL)-related compounds in microbial extracts","year":2005,"lang":"en","type":"article","venue":"Journal of Microbiological Methods","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Homoserine; Biology; Reporter gene; Bioreporter; Strain (injury); Biochemistry; Gene; Molecular biology; Microbiology; Gene expression; Quorum sensing; Virulence","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":[0.002773402,0.0002984295,0.000649313,0.0001859119,0.00006784174,0.00003182486,0.0003595643,0.000842402,0.00005575151],"category_scores_gemma":[0.000621548,0.0002298498,0.000284628,0.0002751409,0.0001719952,0.000008725134,0.0002541961,0.0007313173,0.000005083202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005875407,"about_ca_system_score_gemma":0.00007662472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008807056,"about_ca_topic_score_gemma":0.0000257549,"domain_scores_codex":[0.9968641,0.001208875,0.0009993338,0.0003919323,0.00006591233,0.0004698192],"domain_scores_gemma":[0.9986238,0.0001927452,0.0006124841,0.0002435074,0.0002088217,0.0001186318],"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":[0.0003873606,0.0001696984,0.0001304113,0.000005577142,0.00009505973,0.00002913982,0.00003111421,0.00008389583,0.8953428,0.00001443901,0.0001595492,0.1035509],"study_design_scores_gemma":[0.001464966,0.001051931,0.00376376,0.00002472404,0.00003599882,0.001659623,0.00006411262,0.00005968069,0.9277948,0.0001280762,0.06367333,0.0002790039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795203,0.001099991,0.01818939,0.0004889758,0.0003415485,0.0001645248,0.00001703631,0.00001314209,0.0001650758],"genre_scores_gemma":[0.6499499,0.0004485854,0.3488612,0.0003187649,0.0003403387,0.000001436813,0.00001714543,0.00001833551,0.00004429182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3306718,"threshold_uncertainty_score":0.9373001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819355864792275,"score_gpt":0.3293419626112803,"score_spread":0.3111484039633575,"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."}}