{"id":"W2324134874","doi":"10.4315/0362-028x.jfp-13-555","title":"Enterohemorrhagic Escherichia coli Colony Check Assay for the Identification of Serogroups O26, O45, O103, O111, O121, O145, and O157 Colonies Isolated on Plating Media","year":2014,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Microbiology; Escherichia coli; Virulence; Biology; Bacteria; Antigen; Chemistry; Gene; Biochemistry","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":[0.001776956,0.0001476851,0.0002373132,0.00007735812,0.0002369889,0.00005057884,0.0001733079,0.0001480337,0.000002129479],"category_scores_gemma":[0.001882836,0.0001087898,0.0001112922,0.0001609627,0.0001127774,0.00001684179,0.00006714959,0.0002667638,5.424333e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003626251,"about_ca_system_score_gemma":0.00005761924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009293626,"about_ca_topic_score_gemma":0.00007983796,"domain_scores_codex":[0.9985804,0.0002344222,0.0005331605,0.0001870533,0.0002688894,0.000196091],"domain_scores_gemma":[0.9982687,0.0001997765,0.0007835457,0.0001761541,0.0005146384,0.00005715436],"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":[0.001113788,0.00009608641,0.0004692675,0.0001101775,0.0002682353,3.035416e-7,0.0003093138,0.0001794891,0.9902283,0.00003687711,0.000240067,0.006948126],"study_design_scores_gemma":[0.002946503,0.0128214,0.0213701,0.0001576535,0.0001920362,0.00005222677,0.001014245,0.01422778,0.9419704,0.0006857673,0.004267018,0.0002948467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821075,0.0007877561,0.0154187,0.0006411885,0.0002973511,0.0006973936,0.00001031632,0.000007012111,0.00003281513],"genre_scores_gemma":[0.9985707,0.0002287541,0.0006298991,0.00005405493,0.0003451716,0.00009855439,0.0000052124,0.00001937302,0.00004822896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04825785,"threshold_uncertainty_score":0.4436321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977616517920599,"score_gpt":0.2644078814258769,"score_spread":0.2446317162466709,"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."}}