{"id":"W2585218690","doi":"10.1021/acs.langmuir.6b03889","title":"Hydrodynamic Effects on Biofilms at the Biointerface Using a Microfluidic Electrochemical Cell: Case Study of <i>Pseudomonas sp.</i>","year":2017,"lang":"en","type":"article","venue":"Langmuir","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Biofilm; Shear stress; Biointerface; Dielectric spectroscopy; Microfluidics; Materials science; Chemistry; Shear (geology); Electrode; Chemical engineering; Composite material; Nanotechnology; Electrochemistry; Bacteria; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001175583,0.0001988697,0.0002026391,0.00002338302,0.0004112119,0.00004646831,0.0002567296,0.0001313461,0.000005161397],"category_scores_gemma":[0.00002621447,0.0001420552,0.00009817458,0.0000350275,0.0001100468,0.000003656971,0.0002838408,0.0001103086,0.00000899215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002209561,"about_ca_system_score_gemma":0.00001906407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004678919,"about_ca_topic_score_gemma":0.00009518592,"domain_scores_codex":[0.9990057,0.00007798665,0.0001806285,0.0003578925,0.0001006892,0.0002770707],"domain_scores_gemma":[0.9989648,0.000020858,0.0001855343,0.0007479974,0.00003187716,0.0000489533],"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":[0.0001247947,0.0001790911,0.001394943,0.00002559936,0.00003860821,0.0001831572,0.0001299175,8.15716e-7,0.9972948,0.000001014714,0.0003759162,0.0002513473],"study_design_scores_gemma":[0.0008888014,0.0006588266,0.0004532965,0.00001954973,0.00005451927,0.000711051,0.0001698821,0.00003676041,0.9959701,6.885243e-7,0.0008639053,0.0001726359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986923,0.0004707187,0.000008326362,0.00007685368,0.0001835762,0.0003089055,0.00001184154,0.000009861598,0.0002375542],"genre_scores_gemma":[0.9993618,0.00002753469,0.00005886857,0.0001080785,0.0001927557,0.000004122548,0.00001922715,0.00003046167,0.0001972008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001324711,"threshold_uncertainty_score":0.5792844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108446277190782,"score_gpt":0.2543011231581894,"score_spread":0.2434564954391112,"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."}}