{"id":"W2899382069","doi":"10.5539/jas.v10n10p76","title":"The Most Preferred Food Labels Among Online Shoppers","year":2018,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Purchasing; Multinomial logistic regression; Food labeling; Marketing; Food products; Advertising; Business; Nutrition facts label; Purchasing decision; Logit; Agriculture; Agricultural science; Economics; Geography; Mathematics; Econometrics; Statistics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005036007,0.0002033655,0.0001522701,0.0009869509,0.0004475155,0.0009353239,0.0001911218,0.0003687408,0.006789627],"category_scores_gemma":[0.003382965,0.0001577425,0.000241723,0.0007011169,0.000248182,0.0009793111,0.0003966122,0.0003165157,0.001032294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618529,"about_ca_system_score_gemma":0.0001481239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640175,"about_ca_topic_score_gemma":0.002788326,"domain_scores_codex":[0.9996346,0.0001280276,0.00003284332,0.00005703779,0.00009747547,0.00004987818],"domain_scores_gemma":[0.9970953,0.001297645,0.001053142,0.00009597954,0.0002597061,0.0001982042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003030646,0.0003427848,0.9337616,0.0001988168,0.00004993467,0.000663946,0.008778078,0.0001666222,0.002401272,0.0004183799,0.001846805,0.05106885],"study_design_scores_gemma":[0.00002171449,0.0002142293,0.9485784,0.0002224416,0.00004379926,0.001292827,0.03581626,0.001621095,0.001129179,0.0007014801,0.01029845,0.00006002485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963967,0.0001429982,0.0002384002,0.0001224363,0.000007936632,0.0000102036,0.0002132043,0.000006696648,0.002861394],"genre_scores_gemma":[0.9975337,0.0001734177,0.0006241033,0.000120634,0.00001176986,0.00001309803,0.0001932373,0.000006528076,0.001323493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006789627,"threshold_uncertainty_score":0.02271354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163465891430166,"score_gpt":0.2173961131874594,"score_spread":0.2010495240444428,"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."}}