{"id":"W4232073646","doi":"10.32920/ryerson.14638860","title":"Food safety at Ontario farmers' markets","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food safety; Observational study; Infographic; Business; Agricultural economics; Environmental health; Agricultural science; Marketing; Economics; Food science; Medicine; Environmental science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007763014,0.0001986549,0.0001939541,0.0007545628,0.004506185,0.00106893,0.0006257029,0.0003780015,0.006597137],"category_scores_gemma":[0.001558297,0.000383608,0.0002235883,0.001594301,0.0008093567,0.000536014,0.000763936,0.0004012444,0.0005959896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01366785,"about_ca_system_score_gemma":0.01604566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9166622,"about_ca_topic_score_gemma":0.9670825,"domain_scores_codex":[0.9989286,0.0001220115,0.00003277977,0.0001894997,0.0004562017,0.0002709719],"domain_scores_gemma":[0.9971809,0.0001990554,0.0007518732,0.00007914919,0.001157526,0.0006315107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002137183,0.0002126913,0.9218185,0.0001479649,0.00002447295,0.00095842,0.04078722,0.0001122096,0.004591967,0.0003267989,0.005268421,0.02553771],"study_design_scores_gemma":[0.000006301054,0.0001169433,0.9868586,0.00002481178,0.000004592332,0.00004985302,0.008297926,0.0000562576,0.0001826927,0.00003560529,0.0043559,0.00001041524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902209,0.0002305786,0.00009543242,0.0003422647,0.000006028645,0.00008832406,0.001331696,0.00001105872,0.007673661],"genre_scores_gemma":[0.9891082,0.0004069012,0.0004321404,0.000137892,0.00000659305,0.00007900482,0.0005534943,0.000004859927,0.00927089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08333784,"threshold_uncertainty_score":0.1676572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466980382925777,"score_gpt":0.2015958971634588,"score_spread":0.176926093334201,"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."}}