{"id":"W4406442123","doi":"10.1016/j.ysur.2013.04.008","title":"10.1016/j.ysur.2013.04.008","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pseudomonas aeruginosa; Biofilm; Medicine; Microbiology; Gene; Secretion; Genetics; Bacteria; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006439756,0.001318799,0.000603063,0.001307842,0.0009141127,0.002783562,0.0008483354,0.003311302,0.8755122],"category_scores_gemma":[0.0008157238,0.0003978566,0.000537909,0.0007427548,0.0009746119,0.002229911,0.001329578,0.001521625,0.8312219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007078535,"about_ca_system_score_gemma":0.001063053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001687727,"about_ca_topic_score_gemma":0.001481038,"domain_scores_codex":[0.9997608,0.00001594594,0.0000156577,0.00008027282,0.00007095309,0.00005645206],"domain_scores_gemma":[0.9993756,0.00007932491,0.00008543612,0.00004093871,0.0001151708,0.0003034681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003079907,0.0002317601,0.003039295,0.0005738304,0.00003835432,0.0003560779,0.0001401452,0.0004419271,0.003366322,0.009434155,0.2001177,0.7819523],"study_design_scores_gemma":[0.00004406398,0.000135986,0.004363067,0.0006760495,0.00003570868,0.001931217,0.0002751371,0.0005619196,0.001472784,0.005709663,0.9847624,0.00003206233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007798835,0.01788975,0.008781632,0.007167972,0.0025366,0.0001021052,0.00301138,0.003226812,0.9494849],"genre_scores_gemma":[0.01596735,0.00433364,0.003621962,0.001386986,0.0004640643,0.00005760348,0.001602189,0.0003232195,0.972243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1244878,"threshold_uncertainty_score":0.1775668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004802388878755283,"score_gpt":0.1757060298876912,"score_spread":0.170903641008936,"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."}}