{"id":"W4406510791","doi":"10.1016/j.ysur.2016.03.083","title":"10.1016/j.ysur.2016.03.083","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pseudomonas aeruginosa; Biofilm; Medicine; Microbiology; Bacteria; 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":[0.0006721799,0.001224691,0.0006327836,0.0012481,0.0008903099,0.003064848,0.000875713,0.003256982,0.8532017],"category_scores_gemma":[0.0009453282,0.0003915844,0.0005271675,0.0007340375,0.0009981229,0.002171849,0.001278641,0.001506022,0.8207938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006235983,"about_ca_system_score_gemma":0.00113173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466437,"about_ca_topic_score_gemma":0.001239941,"domain_scores_codex":[0.9997641,0.00001473598,0.00001896208,0.00008069556,0.00007108303,0.00005038965],"domain_scores_gemma":[0.9992925,0.00008788264,0.0001103941,0.0000469096,0.0001401765,0.0003220044],"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":[0.0003512578,0.000210798,0.003405079,0.0007476425,0.00004208833,0.0003942648,0.000181138,0.0004149848,0.002965604,0.008257528,0.2201439,0.7628857],"study_design_scores_gemma":[0.00005301019,0.0001569035,0.00505029,0.0009175224,0.00004449518,0.002203065,0.0003185747,0.0005739795,0.00133985,0.007653567,0.9816488,0.00004001388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008422106,0.02600723,0.008834569,0.0100545,0.003730391,0.0001262773,0.004220225,0.003714193,0.9348905],"genre_scores_gemma":[0.02061518,0.006064701,0.003477431,0.001717148,0.0007114837,0.00007130702,0.002146403,0.0004159807,0.9647804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1467983,"threshold_uncertainty_score":0.2093898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004273373762340035,"score_gpt":0.1736472227826895,"score_spread":0.1693738490203494,"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."}}