{"id":"W4319598317","doi":"10.3390/microorganisms11020421","title":"Microbial Dynamics in Mixed-Culture Biofilms of Salmonella Typhimurium and Escherichia coli O157:H7 and Bacteria Surviving Sanitation of Conveyor Belts of Meat Processing Plants","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Biofilm; Microbiology; Bacteria; Salmonella; Biology; 16S ribosomal RNA; Food science; Population; Escherichia coli; Pseudomonas; Inoculation; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001815557,0.0001541696,0.0002875896,0.00007458872,0.00004189424,0.0000179552,0.00007220596,0.00022006,0.000003509024],"category_scores_gemma":[0.0000328368,0.0001519279,0.00002902755,0.0001735343,0.000152265,0.000009380777,0.0000934861,0.00006528064,5.622778e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001025403,"about_ca_system_score_gemma":0.00005791481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000139442,"about_ca_topic_score_gemma":0.00074283,"domain_scores_codex":[0.9990979,0.00005922987,0.0003435559,0.0002540694,0.00006259418,0.0001826831],"domain_scores_gemma":[0.9995082,0.00001506002,0.0002264404,0.0001189387,0.00009311004,0.00003827803],"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":[0.000131125,0.00003264874,0.005363277,0.0002366006,0.0000230574,0.000001808231,0.0005095694,0.000001165899,0.9927627,0.00001308365,0.00003619574,0.0008888112],"study_design_scores_gemma":[0.0005806875,0.0001411378,0.06051851,0.0001186332,0.00001742347,0.00001149756,0.0006557414,0.00006055954,0.937643,0.000006876229,0.0001021029,0.0001438374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991227,0.0003060544,0.00001426591,0.00003004884,0.0001434084,0.0001479276,0.000195546,0.000007520949,0.00003252185],"genre_scores_gemma":[0.9978175,0.0002379249,0.001470889,0.00001831833,0.00003534532,7.040526e-7,0.0003437319,0.00002510429,0.00005054664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05515524,"threshold_uncertainty_score":0.6195439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006632193973426618,"score_gpt":0.2122162117993009,"score_spread":0.2055840178258742,"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."}}