{"id":"W2625075860","doi":"10.47339/ephj.2014.142","title":"Consumer preferences concerning potentially unsafe food","year":2014,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Preference; Taste; Food choice; Food safety; Business; Bottled water; Marketing; Food products; Environmental health; Psychology; Advertising; Medicine; Food science; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001331618,0.0001257002,0.0001312599,0.0004881418,0.0003038554,0.0008214512,0.0001257063,0.0006182398,0.007431819],"category_scores_gemma":[0.004066463,0.00007808951,0.0002041695,0.0003635462,0.0004343104,0.0003989709,0.0002941301,0.0004840159,0.000534754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002447942,"about_ca_system_score_gemma":0.0001200758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002103656,"about_ca_topic_score_gemma":0.002439737,"domain_scores_codex":[0.9994011,0.0002073482,0.00003653651,0.00004029589,0.0002638689,0.00005080701],"domain_scores_gemma":[0.9971635,0.001379628,0.0008376753,0.00008368417,0.0003574444,0.000178079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007888401,0.0004441508,0.9345068,0.0002444857,0.0001166603,0.000458655,0.008014143,0.0001546848,0.003840542,0.0005442185,0.002277678,0.04860909],"study_design_scores_gemma":[0.00002690284,0.0006940193,0.9809608,0.0001217011,0.00006508299,0.001044959,0.008773427,0.0003738405,0.001057351,0.0005812768,0.006271007,0.00002970048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941189,0.0002212851,0.00008748028,0.0004317501,0.000009485851,0.00001107549,0.00007279685,0.000003621322,0.005043713],"genre_scores_gemma":[0.9982747,0.0002342403,0.000154154,0.0002848382,0.00001256163,0.000006730238,0.00007632896,0.000001540734,0.0009549009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007431819,"threshold_uncertainty_score":0.02486187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05731341063253708,"score_gpt":0.2848519816350191,"score_spread":0.227538571002482,"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."}}