{"id":"W2986908694","doi":"","title":"Biofilm formation in Escherichia coli and regulatory gene expression via quorum sensing systems","year":2011,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quorum sensing; Biofilm; Escherichia coli; Microbiology; Chemistry; Gene expression; Gene; Biology; Computational biology; Bacteria; Genetics; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004799766,0.000309141,0.0002869868,0.0005205661,0.000184333,0.0003986649,0.0001532735,0.0003766892,0.0002291949],"category_scores_gemma":[0.0004915635,0.0001622095,0.0002770604,0.0005293894,0.0002278914,0.0003462878,0.0002822668,0.0004459509,0.0001194016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003469696,"about_ca_system_score_gemma":0.0002312565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001893101,"about_ca_topic_score_gemma":0.00205024,"domain_scores_codex":[0.999625,0.00009779633,0.00002570723,0.00005740784,0.0001274284,0.00006668094],"domain_scores_gemma":[0.9997228,0.0001022634,0.00006588206,0.0000168974,0.00006387439,0.00002826858],"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":[0.00008337379,0.00004932842,0.002232928,0.00008549179,0.000004354747,0.00005062754,0.00008046428,0.0001557926,0.9943219,0.000164975,0.00002872777,0.002741998],"study_design_scores_gemma":[0.00003637462,0.001614226,0.233548,0.00007030689,0.00004891721,0.0007388318,0.0006887399,0.008802038,0.7492958,0.001060036,0.004019729,0.00007704011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9893137,0.004724592,0.004147032,0.0001600823,0.0000203007,0.00006219822,0.0003629884,0.0000227149,0.001186513],"genre_scores_gemma":[0.987965,0.002760012,0.007505274,0.0001306712,0.0000159276,0.00009291857,0.0004469727,0.000005523741,0.001077718],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001893101,"threshold_uncertainty_score":0.003764153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009476036258465902,"score_gpt":0.1855817481783706,"score_spread":0.1761057119199047,"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."}}