{"id":"W2905440856","doi":"10.1007/s00248-018-1304-z","title":"Dynamics of Biofilm Formation by Salmonella Typhimurium and Beef Processing Plant Bacteria in Mono- and Dual-Species Cultures","year":2018,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kane Biotech (Canada); Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Biofilm; Bacteria; Microbiology; Biology; Salmonella; Enterobacteriaceae; Escherichia coli; Biochemistry","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":[0.0002310619,0.0002040116,0.0003324061,0.0003045488,0.0002870223,0.000526709,0.0002172192,0.0003234945,0.0007000994],"category_scores_gemma":[0.0003648355,0.0002387599,0.0002705591,0.0002131416,0.0002539246,0.000327708,0.0003523321,0.0005594,0.0001666377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000414123,"about_ca_system_score_gemma":0.0003533234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135315,"about_ca_topic_score_gemma":0.003907671,"domain_scores_codex":[0.9997932,0.00003109888,0.00001461606,0.00004849099,0.00005948463,0.00005310317],"domain_scores_gemma":[0.9995689,0.0001325709,0.00006536129,0.00002096661,0.0001104477,0.0001017329],"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":[0.0002978513,0.00004151592,0.00218023,0.00002735196,0.000008874277,0.00002610879,0.0001160857,0.0001509157,0.995924,0.00008842197,0.00004452097,0.001094086],"study_design_scores_gemma":[0.00004979012,0.001145788,0.1561999,0.00002228366,0.00006702619,0.0002620775,0.001411933,0.01408954,0.8250239,0.0002783118,0.001395727,0.00005364805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989447,0.0001990589,0.0003163719,0.00003167585,0.000007691076,0.000005090836,0.0001237242,0.00000642633,0.0003652355],"genre_scores_gemma":[0.9977667,0.0001431873,0.000880164,0.00002243385,0.000006789453,0.00001434954,0.0003007009,0.000005463903,0.0008601437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004135315,"threshold_uncertainty_score":0.008222461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005051371169336274,"score_gpt":0.2071726453978576,"score_spread":0.2021212742285213,"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."}}