{"id":"W4293240344","doi":"10.47339/ephj.2022.210","title":"Assessing the potential health hazards of purchasing prepared foods from unregulated private online sellers","year":2022,"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":"Business; Purchasing; Popularity; Marketing; Advertising; Food safety; Social media; The Internet; Internet privacy; Food science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002077506,0.0001756308,0.0003137027,0.00003032616,0.002447251,0.0001599606,0.0005357869,0.00004400513,0.001843754],"category_scores_gemma":[0.00002049414,0.00007746524,0.0001685749,0.0002906481,0.0001489437,0.0003717811,0.0003448013,0.0006162603,0.000002852859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005748214,"about_ca_system_score_gemma":0.0002059974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004544494,"about_ca_topic_score_gemma":0.00006121025,"domain_scores_codex":[0.9963283,0.001145465,0.0007728074,0.0002938961,0.0008181082,0.0006414044],"domain_scores_gemma":[0.9986024,0.00009016332,0.0007927555,0.0001082696,0.000009819397,0.0003965145],"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":[0.0001463385,0.001647141,0.005068223,0.00001986534,0.000184606,0.00002348239,0.001739324,0.003305338,0.07059163,0.00005154796,0.002274371,0.9149482],"study_design_scores_gemma":[0.001083237,0.002068354,0.8489946,0.00004295064,0.00001409669,0.0002857676,0.01612012,0.003200108,0.000137877,0.0004301438,0.1272968,0.0003260192],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357608,0.001103518,0.0001078038,0.06196825,0.0003399874,0.0002587376,0.0004056576,0.00002691452,0.00002835917],"genre_scores_gemma":[0.99559,0.0003735389,0.0004577244,0.002789618,0.0002984856,0.000005196896,0.0004504384,0.000003661093,0.00003132321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9146221,"threshold_uncertainty_score":0.9990687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04405570782522492,"score_gpt":0.2776881875409414,"score_spread":0.2336324797157165,"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."}}