{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001705175,0.0003376389,0.0002223487,0.0001174451,0.0001751666,0.000382981,0.0001504418,0.0002703951,0.0007473151],"category_scores_gemma":[0.0004662232,0.0001825773,0.0002080513,0.000121542,0.0001784164,0.0002653411,0.0002391566,0.0003172219,0.0001573929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543487,"about_ca_system_score_gemma":0.000189153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315783,"about_ca_topic_score_gemma":0.001672546,"domain_scores_codex":[0.9997808,0.00004513641,0.0000228602,0.00003534166,0.00005992905,0.00005586844],"domain_scores_gemma":[0.9997374,0.0001098909,0.00005790126,0.00001690992,0.00004559164,0.00003217819],"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":[0.000105787,0.00002369487,0.0003355565,0.00003691957,0.000008144188,0.00003326308,0.00001517947,0.0000604862,0.9983147,0.00001070547,0.00001277002,0.001042905],"study_design_scores_gemma":[0.000006080475,0.0004141221,0.007730297,0.000006724879,0.00002203544,0.00004719855,0.00004852064,0.000385446,0.9910094,0.000008980433,0.000313915,0.000007215113],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989539,0.0003254355,0.0002450486,0.00002253074,0.00001079746,0.000008352109,0.00005158205,0.000005583274,0.0003766704],"genre_scores_gemma":[0.998526,0.0002859037,0.0008149392,0.0000247317,0.000006157194,0.000009610099,0.00008287035,0.000004437848,0.0002453121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001315783,"threshold_uncertainty_score":0.002616227,"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."}}