{"id":"W4390174451","doi":"10.3390/applmicrobiol4010003","title":"Customizing Sanitization Protocols for Food-Borne Pathogens Based on Biofilm Formation, Surfaces and Disinfectants—Their Two- and Three-Way Interactions","year":2023,"lang":"en","type":"article","venue":"Applied Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chinook Regional Hospital; Agriculture Food and Rural Development","funders":"","keywords":"Disinfectant; Biofilm; Microbiology; Food chain; Microorganism; Food microbiology; Bacteria; Contamination; Food safety; Biology; Food science; Chemistry; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001665337,0.0001776542,0.0001772443,0.00008135681,0.0002058424,0.00004421904,0.00005270082,0.0001406102,0.000004886437],"category_scores_gemma":[0.00003027736,0.0001544748,0.00003903491,0.0001021982,0.0000938726,0.000007014235,0.00006309407,0.00006099945,0.000005690018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000106069,"about_ca_system_score_gemma":0.00002172697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003300753,"about_ca_topic_score_gemma":0.0001537319,"domain_scores_codex":[0.9991406,0.00003262197,0.0002076486,0.0003442909,0.00001709096,0.0002578095],"domain_scores_gemma":[0.9995657,0.0000646841,0.0001080352,0.0001641772,0.0000540777,0.00004335669],"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":[0.000182171,0.00002051276,0.0001837592,0.00003279029,0.00002239327,2.029278e-7,0.00003477751,0.00004662228,0.994267,0.0004261307,0.0004109761,0.0043726],"study_design_scores_gemma":[0.001507098,0.0004451714,0.001026299,0.00003511139,0.00001732625,0.00002169151,0.00008825829,0.000998085,0.9612741,0.0001032017,0.03422746,0.0002561249],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933428,0.00002375235,0.002087573,0.000278125,0.0001057569,0.003450682,0.0004929369,0.00004895232,0.00016943],"genre_scores_gemma":[0.9962179,0.00001789235,0.00104943,0.0003208969,0.00009899274,0.0007045079,0.001549008,0.00002625538,0.00001512375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03381648,"threshold_uncertainty_score":0.6299298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664631949212548,"score_gpt":0.2520321999013646,"score_spread":0.2353858804092391,"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."}}