{"id":"W2037341971","doi":"10.1080/08927014.2012.694138","title":"Impact of an extracellular polymeric substance (EPS) precoating on the initial adhesion of<i>Burkholderia cepacia</i>and<i>Pseudomonas aeruginosa</i>","year":2012,"lang":"en","type":"article","venue":"Biofouling","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Adhesion; Extracellular polymeric substance; DLVO theory; Force spectroscopy; Biofilm; Steric effects; Ionic strength; Pseudomonas aeruginosa; Chemistry; Ionic bonding; Chemical engineering; Burkholderia; Biofouling; Atomic force microscopy; Bacteria; Materials science; Nanotechnology; Organic chemistry; Biochemistry; Biology; Aqueous solution; Membrane","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":[0.000374995,0.0001968591,0.0002169985,0.00003714384,0.0001101755,0.00001871704,0.0001257517,0.0001628849,0.00001764867],"category_scores_gemma":[0.00006936549,0.0001417671,0.0001352889,0.0001056424,0.0001206244,0.00001716844,0.00005193262,0.0001018803,0.000001600711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009756747,"about_ca_system_score_gemma":0.00003806765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000110163,"about_ca_topic_score_gemma":0.000005869259,"domain_scores_codex":[0.998861,0.000122962,0.000312359,0.0002361801,0.0001297035,0.0003378076],"domain_scores_gemma":[0.9992009,0.00004665054,0.0002585624,0.0003357992,0.00005206241,0.0001059962],"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":[0.0001780637,0.00008217712,0.003534326,0.00001598158,0.00003250403,7.091639e-7,0.0002455699,0.000008419093,0.9926323,0.00007455117,0.00001465815,0.003180702],"study_design_scores_gemma":[0.0002797098,0.0004695057,0.006814667,0.00005697706,0.00002243922,0.00001522718,0.0001212382,0.00005357394,0.9917797,0.000004812561,0.0002073103,0.000174778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99761,0.001685086,0.00005768733,0.00002608796,0.0002273745,0.0001567556,0.00002723892,0.00001005653,0.0001996796],"genre_scores_gemma":[0.9984253,0.0001150108,0.0008777446,0.00004193632,0.000456383,0.00000276333,0.0000394647,0.00002654932,0.00001481917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00328034,"threshold_uncertainty_score":0.5781093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267491241402247,"score_gpt":0.2830736620007352,"score_spread":0.2563245378605105,"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."}}