{"id":"W4320150009","doi":"10.1016/b978-0-323-90513-8.00006-6","title":"Pseudomonas putida biofilm: development and dynamics","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Biofilm; Pseudomonas putida; Microbiology; Bacteria; Extracellular polymeric substance; Pseudomonas aeruginosa; Biology; Chemistry; 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":[0.00009858207,0.0005529006,0.0002906964,0.0004409578,0.0002412806,0.001096047,0.000366788,0.0006996449,0.005576677],"category_scores_gemma":[0.00009232697,0.0003757216,0.0001665667,0.0006328232,0.0002343239,0.001020607,0.0004458912,0.0008397104,0.004533336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003920724,"about_ca_system_score_gemma":0.0003597812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404192,"about_ca_topic_score_gemma":0.001995275,"domain_scores_codex":[0.9999324,0.000003711781,0.000002349436,0.0000117524,0.00004356532,0.00000623715],"domain_scores_gemma":[0.9999723,0.000008156598,0.000002547459,0.000002148972,0.000009346993,0.000005511687],"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":[0.00004457342,0.000072083,0.0004528548,0.0004619372,0.00000778198,0.000488262,0.0002127997,0.001163078,0.5132886,0.01314468,0.01220492,0.4584584],"study_design_scores_gemma":[0.00001497588,0.0002787742,0.01389311,0.0003329087,0.00003732284,0.003430253,0.0004207598,0.006900355,0.1814221,0.02463271,0.7685682,0.00006845486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1248166,0.3035071,0.08575503,0.005844885,0.001758818,0.0001580606,0.002011637,0.001213756,0.4749342],"genre_scores_gemma":[0.1416036,0.1403679,0.02657011,0.0006001595,0.0004554405,0.0001365335,0.001366436,0.0002294637,0.6886703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005576677,"threshold_uncertainty_score":0.01865584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009806185597226893,"score_gpt":0.2113795368462302,"score_spread":0.2015733512490033,"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."}}