{"id":"W3005486439","doi":"10.1139/cjm-2019-0554","title":"Biofilm formation by South African non-O157 Shiga toxigenic <i>Escherichia</i> <i>coli</i> on stainless steel coupons","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; North-West University; National Research Foundation; Alberta Agriculture and Forestry","keywords":"Biofilm; Microbiology; Incubation; Crystal violet; Escherichia coli; Staining; Food science; Biology; Chemistry; Bacteria; Gene; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002382489,0.0003501819,0.0003460949,0.0002170037,0.0002315223,0.0003533564,0.0002288499,0.000328412,0.001323002],"category_scores_gemma":[0.0002720942,0.0002620429,0.0004081972,0.00022527,0.0001646008,0.0001956745,0.0003706464,0.0003280906,0.0003217652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837642,"about_ca_system_score_gemma":0.0002261097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276735,"about_ca_topic_score_gemma":0.00396814,"domain_scores_codex":[0.9996891,0.00004180085,0.00002335335,0.00006071723,0.0001168473,0.00006830184],"domain_scores_gemma":[0.9998322,0.00002725683,0.00004215932,0.000009048286,0.00006406067,0.00002527335],"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":[0.00007970986,0.00002016854,0.001610564,0.00004093841,0.000006172811,0.0000580853,0.0001084655,0.00003389724,0.9973537,0.00001246779,0.00001990464,0.000656053],"study_design_scores_gemma":[0.00001473969,0.002211036,0.1047213,0.00003624665,0.00004808398,0.0003038521,0.001101833,0.000861512,0.8893802,0.00003344367,0.00125988,0.00002780755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989635,0.0002133171,0.0002845266,0.00002322829,0.0000104455,0.00001252135,0.00009690339,0.000004197938,0.0003913689],"genre_scores_gemma":[0.9946859,0.0005025539,0.002359794,0.00003666531,0.000008007107,0.0000236041,0.0003638253,0.000005826022,0.002013786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00276735,"threshold_uncertainty_score":0.005502462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602234178159426,"score_gpt":0.1819440558310599,"score_spread":0.1659217140494657,"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."}}