{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002466045,0.0001778985,0.0003100225,0.00003195161,0.0002418069,0.0000470735,0.0004617087,0.000154253,0.0002888563],"category_scores_gemma":[0.00004749931,0.00008324231,0.0001525291,0.0003301731,0.0001279567,0.0001158146,0.00002003091,0.0003397392,0.00007235982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009192416,"about_ca_system_score_gemma":0.0001990942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005987429,"about_ca_topic_score_gemma":0.01116743,"domain_scores_codex":[0.9987166,0.0001338963,0.000415561,0.00019056,0.00006160684,0.0004817842],"domain_scores_gemma":[0.9987894,0.00007236218,0.0002920235,0.00005072027,0.0001172698,0.0006782247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001127527,0.00001899969,0.0001364607,0.000006518884,0.00002863763,0.00003052385,0.0007294983,0.00003231545,0.9669307,0.00005619464,0.02927677,0.002640575],"study_design_scores_gemma":[0.0008812114,0.004671245,0.002814527,0.00005002031,0.00005063231,0.000119462,0.004333884,0.00004350945,0.08082073,0.00004267413,0.9056499,0.000522214],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781124,0.0003782261,0.00003688466,0.01959121,0.0002414517,0.0001458153,0.0008008949,0.00001072599,0.0006823614],"genre_scores_gemma":[0.9909843,0.00003117733,0.00006394852,0.008491442,0.000257412,0.000002064216,0.00009419755,0.000002320986,0.00007312275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.88611,"threshold_uncertainty_score":0.6231687,"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."}}