{"id":"W2754079836","doi":"10.13140/rg.2.2.21594.80322","title":"Mitigating Risks of Ochratoxin A Contamination in Oats","year":2017,"lang":"en","type":"article","venue":"Open PRAIRIE (South Dakota State University)","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contamination; Ochratoxin A; Ochratoxins; Environmental science; Food contaminant; Business; Risk analysis (engineering); Mycotoxin; Environmental health; Food science; Biology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003011902,0.0001248894,0.0002230028,0.00002967022,0.0004060155,0.0001745822,0.001129609,0.00008370524,0.0001579651],"category_scores_gemma":[0.0001091274,0.00005924696,0.00005596716,0.0002432405,0.0001122887,0.0006611181,0.0005222642,0.0001414927,0.0000218172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003670348,"about_ca_system_score_gemma":0.00001776657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001730835,"about_ca_topic_score_gemma":0.01056254,"domain_scores_codex":[0.9990494,0.0001071971,0.0001792872,0.0002937282,0.0001528069,0.0002176002],"domain_scores_gemma":[0.9992214,0.00008782675,0.0003747204,0.000141438,0.00009700091,0.00007765559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005254286,0.0005299977,0.6855363,0.0000537159,0.0001184216,0.0003148247,0.004605964,0.00002556772,0.1144249,0.01058997,0.002144223,0.1811307],"study_design_scores_gemma":[0.0009465828,0.0002754219,0.9287695,0.0001365255,0.0000213481,0.00000235408,0.003319996,0.0000400379,0.007442852,0.0003712077,0.0583737,0.0003005256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937385,0.00001069232,0.00001087083,0.0005668515,0.00005426397,0.0003621271,0.000140534,0.00001409419,0.06145559],"genre_scores_gemma":[0.9951189,0.0000173695,0.000204619,0.00003447527,0.00002462402,0.000001211946,0.00004282281,8.343419e-7,0.00455512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2432332,"threshold_uncertainty_score":0.5894145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0725760364905478,"score_gpt":0.2804883916097268,"score_spread":0.207912355119179,"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."}}