{"id":"W2609653612","doi":"","title":"Ability of the Top Seven Shiga-toxigenic Escherichia coli to Form Biofilms on Polystyrene and Stainless Steel Surfaces and to Survive within Dry Biofilms","year":2017,"lang":"en","type":"article","venue":"IAFP 2017","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Biofilm; Escherichia coli; Microbiology; Dry cleaning; Biology; Chemistry; Bacteria; Genetics; Waste management; Engineering","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":[0.000883308,0.0001976433,0.000274826,0.00002197274,0.0006219568,0.0001147754,0.0006098549,0.0001275626,0.00007904444],"category_scores_gemma":[0.000167743,0.0001423683,0.00005588209,0.00008167843,0.0004979062,0.0002067766,0.0006792342,0.000156702,0.0000482203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007021098,"about_ca_system_score_gemma":0.00003379494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005030305,"about_ca_topic_score_gemma":0.006688105,"domain_scores_codex":[0.9986221,0.0001129005,0.0002625686,0.0004284524,0.0002583821,0.0003155822],"domain_scores_gemma":[0.9985773,0.00006604654,0.0002154787,0.0009380075,0.00001992325,0.0001832373],"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":[0.0002918424,0.0001401487,0.2033921,0.00006028108,0.00003984185,0.000002709332,0.009347374,0.0002030914,0.7808226,0.0006483459,0.0009471638,0.00410455],"study_design_scores_gemma":[0.0004120986,0.0002310752,0.8940858,0.00004371197,0.00001573733,0.000001107656,0.000640625,0.0000372947,0.1026103,0.0002495684,0.001418446,0.000254296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954607,0.00002845067,0.000009095038,0.001407365,0.0002759491,0.0006586036,0.0001853237,0.00001364648,0.001960822],"genre_scores_gemma":[0.9978413,0.000008287293,0.0005551173,0.0004477713,0.00002374052,0.00001025159,0.000002191431,0.00001271846,0.0010986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6906937,"threshold_uncertainty_score":0.7604349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700993815686734,"score_gpt":0.2572454204750546,"score_spread":0.2402354823181872,"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."}}