{"id":"W2059423548","doi":"10.1115/sbc2008-193009","title":"Escherichea coli Biofilm Formation and Susceptibility in Response to Increased Shear Stresses","year":2008,"lang":"en","type":"article","venue":"ASME 2008 Summer Bioengineering Conference, Parts A and B","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biofilm; Immune system; Microbiology; Medical device; Materials science; Biomedical engineering; Bacteria; Immunology; Medicine; Biology","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":[0.0003549163,0.0002841539,0.0003198442,0.0004870663,0.0002009503,0.0003978934,0.0001285143,0.000477501,0.0009561891],"category_scores_gemma":[0.0004234514,0.0002324236,0.0002443362,0.0003932787,0.000236336,0.0002319092,0.0003627735,0.0006858573,0.0002370792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426709,"about_ca_system_score_gemma":0.0001966861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000626,"about_ca_topic_score_gemma":0.0007841013,"domain_scores_codex":[0.9994961,0.0001038022,0.00004319498,0.00006057256,0.0001978209,0.00009847342],"domain_scores_gemma":[0.9996717,0.00005889249,0.00007293066,0.00002497656,0.000106043,0.00006547496],"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":[0.0002256874,0.00006289045,0.001116458,0.00002104689,0.00000513097,0.00003487123,0.00008436356,0.00004439322,0.9977538,0.00003190606,0.00004236665,0.0005772242],"study_design_scores_gemma":[0.00006358112,0.002944163,0.2269826,0.00002907033,0.00004212338,0.0005149897,0.0005650927,0.002472351,0.7647029,0.0002423097,0.001401177,0.0000397621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973568,0.00100038,0.0006068587,0.00008813206,0.00002301293,0.00002747301,0.0002661952,0.00001267675,0.0006185044],"genre_scores_gemma":[0.9965371,0.000602846,0.000965564,0.00006292294,0.00001484765,0.00005476164,0.0003885319,0.000004745206,0.001368734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001000626,"threshold_uncertainty_score":0.003198743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070526112636892,"score_gpt":0.2370548413236345,"score_spread":0.2163495801972656,"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."}}