{"id":"W319978790","doi":"10.22004/ag.econ.151214","title":"Nutrition Label Usage, Diet Health Behavior, and Information Uncertainty","year":2013,"lang":"en","type":"preprint","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credence; Food choice; Order (exchange); Nutrition facts label; Perception; Marketing; Matching (statistics); Consumer behaviour; Robustness (evolution); Environmental health; Business; Public economics; Psychology; Medicine; Economics; 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":[0.01180974,0.0001855657,0.0003230805,0.001425992,0.0006161102,0.00212304,0.0003944192,0.0008304912,0.002886459],"category_scores_gemma":[0.04453924,0.0002425074,0.0008989564,0.002174471,0.001200008,0.001429754,0.001019983,0.0009382537,0.0002159099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009569998,"about_ca_system_score_gemma":0.000660147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096075,"about_ca_topic_score_gemma":0.009646878,"domain_scores_codex":[0.9922234,0.004121845,0.0007173336,0.0006404913,0.001933241,0.0003636444],"domain_scores_gemma":[0.9272242,0.05050167,0.01620302,0.003643702,0.001538436,0.0008889893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002024089,0.0003344135,0.988438,0.00003404469,0.0002056368,0.00003024465,0.0008077652,0.0004931706,0.0001487763,0.0004306115,0.0001036896,0.008771274],"study_design_scores_gemma":[0.000009308927,0.0002354328,0.993644,0.00003081414,0.0001070434,0.00007207145,0.001201016,0.002980288,0.0002136112,0.000964834,0.0005223601,0.00001923373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961618,0.000202816,0.001015771,0.0002424504,0.000004427822,0.00004205779,0.0002708739,0.000007845803,0.002051896],"genre_scores_gemma":[0.9986101,0.0001085454,0.000618845,0.00006134557,0.000006399688,0.00002385113,0.0002367749,0.000003234897,0.0003308265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180974,"threshold_uncertainty_score":0.06245661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04554351857554812,"score_gpt":0.2971035610751739,"score_spread":0.2515600424996258,"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."}}