{"id":"W3199024921","doi":"10.1016/j.fm.2021.103902","title":"Biofilm formation by Non-O157 Shiga toxin-producing Escherichia coli in monocultures and co-cultures with meat processing surface bacteria","year":2021,"lang":"en","type":"article","venue":"Food Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Beef Cattle Research Council","keywords":"Biofilm; Microbiology; Bacteria; rpoS; Escherichia coli; Biology; Strain (injury); Gene; Agar; Crystal violet; Gene expression; Genetics; Promoter","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":[0.0006507303,0.0005220615,0.001010251,0.0006179375,0.0004656372,0.0006963382,0.0004161292,0.0006411585,0.001470822],"category_scores_gemma":[0.0007521832,0.0004224008,0.0005612687,0.0004967857,0.0002667018,0.0004381111,0.0009875167,0.0005994962,0.0005326896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003512043,"about_ca_system_score_gemma":0.0005587286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049876,"about_ca_topic_score_gemma":0.005628325,"domain_scores_codex":[0.998603,0.0002444596,0.0001414493,0.0002598722,0.0004486436,0.0003024889],"domain_scores_gemma":[0.9992156,0.0002631104,0.00009139728,0.00006708421,0.0001946665,0.0001682269],"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":[0.0004934776,0.0001462346,0.001739206,0.00007680892,0.00001619854,0.0001238021,0.0001427686,0.00003801349,0.9956446,0.0000356894,0.00007079871,0.001472485],"study_design_scores_gemma":[0.00006371559,0.002748043,0.06634028,0.00003230082,0.0001004997,0.0006118768,0.0009262429,0.002328754,0.9252759,0.00008646045,0.001447277,0.00003867561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975502,0.0007412402,0.0004320215,0.00005606624,0.0000756982,0.00004263863,0.0002209884,0.00001030441,0.0008708847],"genre_scores_gemma":[0.9906827,0.0006618744,0.003712588,0.0000861477,0.00009298963,0.0001106281,0.0005427962,0.00001521282,0.004095239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003049876,"threshold_uncertainty_score":0.006064236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006342366618853427,"score_gpt":0.2206612166542345,"score_spread":0.2143188500353811,"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."}}