{"id":"W4226216857","doi":"10.1093/jcr/ucac019","title":"The Pursuit of Meaning and the Preference for Less Expensive Options","year":2022,"lang":"en","type":"article","venue":"Journal of Consumer Research","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Meaning (existential); Pleasure; Regret; Psychology; Happiness; Social psychology; Preference; Product (mathematics); Marketing; Economics; Business; Microeconomics","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":[0.001685351,0.0001375468,0.0001920029,0.0006661269,0.0004273705,0.002101053,0.0001952762,0.0007438876,0.007656938],"category_scores_gemma":[0.0100359,0.0001815906,0.0002909034,0.0005481832,0.000904723,0.0008264852,0.0005879219,0.0009200905,0.0003047847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697532,"about_ca_system_score_gemma":0.000227798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000800933,"about_ca_topic_score_gemma":0.001784282,"domain_scores_codex":[0.9992381,0.000384617,0.00005003564,0.00005752178,0.0002088826,0.00006078913],"domain_scores_gemma":[0.990714,0.005037276,0.00273081,0.0003862318,0.0004083656,0.0007233794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002607532,0.001492244,0.915673,0.0004083709,0.0003221733,0.0005895441,0.00877483,0.0004934364,0.009660412,0.01041606,0.001017168,0.04854535],"study_design_scores_gemma":[0.00006395802,0.0005477894,0.9733871,0.0001134498,0.0001256254,0.0005498584,0.009803073,0.00129748,0.001070104,0.01041955,0.002565951,0.00005619531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956274,0.0001762737,0.0001787457,0.0001960201,0.000006289456,0.000005478827,0.00002347471,0.000001500616,0.003784763],"genre_scores_gemma":[0.9990953,0.000139778,0.0002442184,0.00005683434,0.000006671304,0.000003909966,0.00002291579,0.000002476251,0.0004279128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007656938,"threshold_uncertainty_score":0.02561498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2416538961291135,"score_gpt":0.3702515910350211,"score_spread":0.1285976949059076,"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."}}