{"id":"W2106801743","doi":"10.1128/jb.184.20.5678-5685.2002","title":"Biofilm Formation and Acyl Homoserine Lactone Production in the <i>Burkholderia cepacia</i> Complex","year":2002,"lang":"en","type":"article","venue":"Journal of Bacteriology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada); University of British Columbia","funders":"British Columbia Lung Association","keywords":"Biofilm; Burkholderia cepacia complex; Biology; Homoserine; Microbiology; Burkholderia; Quorum sensing; Bacteria; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004377597,0.00007732306,0.0002608729,0.0001547484,0.00003935927,0.00001805738,0.00007899087,0.00004465928,0.0001660042],"category_scores_gemma":[0.0003756345,0.00004697997,0.0000371984,0.0001630071,0.0001272531,0.0002807627,0.00002230626,0.0002641983,0.000008227527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004496073,"about_ca_system_score_gemma":0.00001448477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006058573,"about_ca_topic_score_gemma":0.00001509911,"domain_scores_codex":[0.9991003,0.0001291778,0.0003643245,0.00008266177,0.0001562597,0.0001672287],"domain_scores_gemma":[0.9994296,0.00008784898,0.0001982857,0.0001226818,0.0001058001,0.00005571138],"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":[0.0004190034,0.0001476128,0.005205736,0.00008367952,0.000020551,0.00006335528,0.0007506216,0.00000366528,0.9757743,0.0000261747,0.003451122,0.01405416],"study_design_scores_gemma":[0.002657967,0.002718359,0.8902453,0.000160372,0.00004160586,0.01382375,0.0008298042,0.0005358228,0.0119116,0.0002465567,0.07670888,0.0001199834],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899044,0.0005015076,0.00004159821,0.008973749,0.000137498,0.000181164,0.000002477221,0.000004755045,0.0002528206],"genre_scores_gemma":[0.9972369,0.0008687997,0.001314571,0.0002525575,0.000258387,0.000003704192,0.000006076539,0.000005798169,0.00005318282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9638627,"threshold_uncertainty_score":0.1915788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04628783681260819,"score_gpt":0.3069737155105929,"score_spread":0.2606858786979847,"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."}}