{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002459449,0.0003590189,0.000347626,0.000263653,0.0001879615,0.0004033979,0.0002190831,0.0003376794,0.0004840428],"category_scores_gemma":[0.0002319315,0.0002051136,0.0003416908,0.0001526601,0.0001412513,0.0002252868,0.0003035508,0.0003013633,0.0001428357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952585,"about_ca_system_score_gemma":0.0002351089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536321,"about_ca_topic_score_gemma":0.002108505,"domain_scores_codex":[0.9997807,0.00002945542,0.00001350488,0.0000541592,0.00007320943,0.00004903793],"domain_scores_gemma":[0.9998066,0.00002264324,0.00004377672,0.000006819761,0.00006876505,0.00005143863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001792303,0.00004792525,0.005247789,0.00003549875,0.000009218476,0.00004031926,0.0001320819,0.00006260641,0.9933698,0.0000119004,0.00001612317,0.0008474107],"study_design_scores_gemma":[0.00003471022,0.00363477,0.4395246,0.00003887515,0.0001125583,0.0004114747,0.001875432,0.005066337,0.548281,0.00007427641,0.0009028954,0.00004308943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996002,0.000123264,0.000129047,0.000006823837,0.000003193833,0.000004673203,0.00004168399,0.000002129147,0.0000888482],"genre_scores_gemma":[0.9980164,0.0001609481,0.0008494965,0.00001610232,0.000006980607,0.0000214751,0.0002128384,0.000003933837,0.0007117822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002536321,"threshold_uncertainty_score":0.005043089,"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."}}