{"id":"W1015451868","doi":"10.1371/journal.pone.0132385","title":"A Mathematical Model of Quorum Sensing Induced Biofilm Detachment","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Quorum sensing; Biofilm; Biological dispersal; Biology; Cell biology; Cell; Population; Biophysics; Biological system; Bacteria; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005638585,0.001237842,0.001099974,0.001026631,0.001172598,0.001920257,0.002318138,0.004417623,0.007419157],"category_scores_gemma":[0.001886756,0.0005958723,0.001231342,0.0007720109,0.001696183,0.001916042,0.001964822,0.001722681,0.0009685737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521535,"about_ca_system_score_gemma":0.001726093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008136376,"about_ca_topic_score_gemma":0.003103902,"domain_scores_codex":[0.9995496,0.0001087491,0.00002573674,0.00009595454,0.0001299432,0.0000899353],"domain_scores_gemma":[0.9992039,0.0003332226,0.0001977661,0.00003422892,0.0001418587,0.0000891287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005543757,0.0001192717,0.001053648,0.0002066853,0.00005442253,0.0009606222,0.0002203925,0.7656882,0.005920352,0.2197015,0.003027578,0.002991755],"study_design_scores_gemma":[0.00004054646,0.00004020005,0.0002332351,0.00001730883,0.00001494298,0.0001245789,0.00003717896,0.9752674,0.0002234607,0.0213628,0.002621085,0.00001737139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2380771,0.004949714,0.5944968,0.01065026,0.0008196887,0.0003565766,0.002079525,0.0003906839,0.1481797],"genre_scores_gemma":[0.901916,0.00167495,0.02617367,0.0008522534,0.0002197867,0.0006500387,0.0006425966,0.00009479665,0.06777585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008136376,"threshold_uncertainty_score":0.02481961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839724532568943,"score_gpt":0.2533303077478272,"score_spread":0.1693578544909329,"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."}}