{"id":"W2616502481","doi":"","title":"Heat Resistance of Escherichia coli and Salmonella e nterica in Ground Beef","year":2017,"lang":"en","type":"article","venue":"IAFP 2017","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Escherichia coli; Salmonella; Food science; Heat resistance; Microbiology; Biology; Bacteria; Gene; Materials science; Genetics","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":[0.0001034168,0.0000937592,0.0001627379,0.00000459672,0.0001941591,0.0000577085,0.0003111585,0.00005933429,0.00004986105],"category_scores_gemma":[0.00004756804,0.00004125904,0.00003019507,0.00002361305,0.0002430678,0.0001530314,0.0001412995,0.00006908047,0.00001127018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000145164,"about_ca_system_score_gemma":0.000001389459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000880434,"about_ca_topic_score_gemma":0.00183177,"domain_scores_codex":[0.9993743,0.00003504719,0.000120353,0.0002059996,0.0001059119,0.0001584225],"domain_scores_gemma":[0.9996548,0.00008145608,0.00007258794,0.0001260146,0.000005845419,0.00005930533],"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":[0.00007300072,0.00009129204,0.08582836,0.00001570451,0.000006048573,0.00001244124,0.00004835878,8.676848e-7,0.909946,0.00007816849,0.0007604494,0.003139253],"study_design_scores_gemma":[0.0001486869,0.000130658,0.9902908,0.00005066379,0.000003189163,8.206401e-7,0.00003517783,0.000007503209,0.004858434,0.0002657497,0.00411077,0.00009757819],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931644,0.0003878693,2.113862e-7,0.0008390814,0.00005583793,0.0001478072,0.00001955077,0.000007458402,0.005377734],"genre_scores_gemma":[0.9986323,0.0001540125,0.0001361785,0.00004046453,0.00004555385,0.000008108316,0.000003429848,7.949981e-7,0.0009791725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9050876,"threshold_uncertainty_score":0.1682495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799236723770726,"score_gpt":0.2364185776043654,"score_spread":0.2184262103666582,"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."}}