{"id":"W2757449098","doi":"10.5539/ijms.v9n5p135","title":"The Characterization of the Millennials and Their Buying Behavior","year":2017,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gratification; Advertising; Marketing; Business; Loyalty; Personalization; Transactional leadership; Psychology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001999146,0.0001013612,0.0001855626,0.00006655832,0.0008275596,0.0003148245,0.0006516993,0.00001723071,0.000005005259],"category_scores_gemma":[0.00337101,0.00005046295,0.0001032714,0.00003066176,0.0002983221,0.0004210056,0.0007399457,0.0001032696,8.345995e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002168485,"about_ca_system_score_gemma":0.00001122487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002284752,"about_ca_topic_score_gemma":0.00006364056,"domain_scores_codex":[0.9990942,0.00004191643,0.0003942542,0.00007650581,0.0003000155,0.000093063],"domain_scores_gemma":[0.9968609,0.0003715015,0.00155125,0.0001562455,0.001056251,0.000003825102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107176,0.00002076947,0.8629079,0.00002228785,0.0003170203,0.000004514598,0.0001905296,1.573045e-7,0.007854439,0.0001590449,0.00009657002,0.1283196],"study_design_scores_gemma":[0.0002486691,0.000003019998,0.988537,0.0002582384,0.00009553835,0.00001143461,0.0008725835,0.00001299369,0.0001986294,0.00006036708,0.009645319,0.00005617399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903937,0.001299609,0.000004285985,0.005731907,0.002069523,0.00008998353,0.000003010759,0.000004590783,0.0004034076],"genre_scores_gemma":[0.9980972,0.001301298,0.00001311087,0.00005213992,0.0003977799,0.000005694165,2.776137e-7,0.00000805737,0.0001244364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1282634,"threshold_uncertainty_score":0.6365003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782187622389496,"score_gpt":0.3006427203978601,"score_spread":0.2628208441739651,"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."}}