{"id":"W4253306743","doi":"10.47339/ephj.2020.24","title":"Delivering disease","year":2020,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food delivery; Statistics; Toxicology; Environmental science; Food science; Mathematics; Advertising; Chemistry; Business; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002840244,0.00009873154,0.0001153902,0.000005877727,0.0004822871,0.00008691446,0.0002154416,0.00002305389,0.003127125],"category_scores_gemma":[0.00002502569,0.00004180104,0.00008600865,0.00009322061,0.00004143563,0.0002757335,0.00008401468,0.0002255736,0.0002063498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009936828,"about_ca_system_score_gemma":0.00002896432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001897962,"about_ca_topic_score_gemma":0.00000885379,"domain_scores_codex":[0.9988011,0.0001065825,0.0002455386,0.000172656,0.0002792962,0.0003948657],"domain_scores_gemma":[0.9983747,0.00002268962,0.0001058693,0.00002601667,0.000003417088,0.001467313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009657219,0.0002568948,0.01655173,0.0000166234,0.00002491934,0.00008771007,0.0004258662,0.00005576948,0.01384413,0.0001341831,0.004992669,0.963513],"study_design_scores_gemma":[0.0002010571,0.0004004856,0.5244955,0.00000630686,0.000002107315,0.00002991751,0.0003180025,0.0002351401,0.00001401543,0.0000407619,0.4741327,0.0001239823],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8393356,0.000681117,0.00008629603,0.1594318,0.00008457481,0.00008915232,0.00004984186,0.00003302802,0.00020863],"genre_scores_gemma":[0.9837337,0.0005873194,0.0001027411,0.01498568,0.0005348565,0.000001886633,0.00003057464,0.000001028967,0.00002227373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.963389,"threshold_uncertainty_score":0.9977841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686581039550436,"score_gpt":0.2177848634409263,"score_spread":0.1491267594858827,"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."}}