{"id":"W1225610226","doi":"10.1016/j.jbusres.2015.08.027","title":"Development of market Mavenism traits: Antecedents and moderating effects of culture, gender, and personal beliefs","year":2015,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Royal Bank of Canada","funders":"","keywords":"Optimism; Psychology; Social psychology; Altruism (biology); Belongingness; Context (archaeology); Big Five personality traits; Demographics; Control (management); Self-efficacy; Personality; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001458034,0.00009649943,0.0002345449,0.0004745323,0.0001326742,0.0001608908,0.0001361545,0.00005758108,0.00002746527],"category_scores_gemma":[0.0003818206,0.00007980393,0.00003087114,0.000448901,0.0001258856,0.0006125263,0.0001319148,0.0001834769,0.000002169506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002579199,"about_ca_system_score_gemma":0.000109748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002354956,"about_ca_topic_score_gemma":0.00000588466,"domain_scores_codex":[0.9984204,0.00004083914,0.0004744259,0.00012861,0.0007757533,0.0001600363],"domain_scores_gemma":[0.9976762,0.00005641417,0.0003396881,0.00005565333,0.001835299,0.00003672985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001235275,0.0009756015,0.1045619,0.006419757,0.0002689037,0.00006224015,0.008769431,0.000008318671,0.1910937,0.0005127374,0.007248616,0.6788435],"study_design_scores_gemma":[0.001750648,0.000009786947,0.9924329,0.0004426574,0.00004495384,0.00002705304,0.001247778,0.0003106843,0.001185932,0.0002329934,0.002203244,0.0001113999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973953,0.001532498,0.0003612698,0.00007876998,0.0001190513,0.0001475835,8.925251e-7,0.000004264115,0.0003603353],"genre_scores_gemma":[0.9982871,0.0001651814,0.001222597,0.00001405611,0.000114288,0.000004547822,0.000001995958,0.00001027629,0.0001799145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.887871,"threshold_uncertainty_score":0.325431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287412373037487,"score_gpt":0.3419998724698112,"score_spread":0.2132586351660625,"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."}}