{"id":"W3119118907","doi":"10.1177/0022242920988656","title":"From Waste to Taste: How “Ugly” Labels Can Increase Purchase of Unattractive Produce","year":2021,"lang":"en","type":"article","venue":"Journal of Marketing","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intuition; Advertising; Business; Food labeling; Marketing; Taste; Imperfect; Point (geometry); Point of sale; Computer science; Food science; Psychology; Chemistry; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001772544,0.0004346123,0.0002610596,0.0003151168,0.0008082765,0.0020225,0.0007177274,0.001610324,0.007487619],"category_scores_gemma":[0.009208752,0.0002651145,0.0005030926,0.0002535849,0.001322878,0.00169832,0.0008105507,0.001402512,0.0007509438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009224596,"about_ca_system_score_gemma":0.0006587043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928138,"about_ca_topic_score_gemma":0.002795929,"domain_scores_codex":[0.9986505,0.0007727271,0.00004095819,0.0001568588,0.000303475,0.00007552397],"domain_scores_gemma":[0.9935977,0.004746051,0.0006793641,0.0004616009,0.0002843884,0.0002308122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01330961,0.05554933,0.08892755,0.002832229,0.0005520729,0.001153468,0.01480775,0.00490739,0.128829,0.035882,0.02091052,0.6323391],"study_design_scores_gemma":[0.00505509,0.08832638,0.2822391,0.001888733,0.00404674,0.002189103,0.02687313,0.07292406,0.250241,0.119801,0.1454913,0.0009243798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658219,0.0003856719,0.004442003,0.002775059,0.0001926385,0.0001530396,0.00003518638,0.0001371644,0.02605745],"genre_scores_gemma":[0.9822372,0.0003714891,0.01031435,0.001606695,0.00004249034,0.0001041128,0.00003485952,0.00003764644,0.005251165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007487619,"threshold_uncertainty_score":0.02504861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302695636800667,"score_gpt":0.2266231133473603,"score_spread":0.2135961569793536,"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."}}