{"id":"W2315963092","doi":"10.5539/ijms.v8n2p1","title":"Smart Shoppers’ Purchasing Experiences: Functions of Product Type, Gender, and Generation","year":2016,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Purchasing; Product (mathematics); Marketing; Business; Advertising; Product type; TRIPS architecture; Generation y; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227444,0.0001051383,0.000193728,0.000254217,0.0001181355,0.00006055974,0.0001469279,0.0000155168,0.00006387071],"category_scores_gemma":[0.002701156,0.00006925759,0.00005955578,0.000113519,0.0001602835,0.0005719786,0.0001890902,0.00005439372,0.000003983673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004256453,"about_ca_system_score_gemma":0.00002004365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008413185,"about_ca_topic_score_gemma":0.00002182839,"domain_scores_codex":[0.998938,0.00003469704,0.0004107212,0.0001339497,0.0003800291,0.0001026549],"domain_scores_gemma":[0.9976543,0.0002128333,0.0004886788,0.00006608315,0.001571033,0.00000703537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002978915,0.00006213316,0.8562987,0.00005463096,0.0006867625,0.00001720705,0.001250246,0.000001955476,0.01269717,0.0002392261,0.002911168,0.1254829],"study_design_scores_gemma":[0.003020269,0.00009958952,0.871575,0.001658519,0.000713182,0.0002148015,0.05844596,0.0001461449,0.001301734,0.000268347,0.06181709,0.00073939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910529,0.004017938,0.0001282049,0.001504548,0.002269382,0.00005750312,0.000001161504,0.00001203764,0.0009563616],"genre_scores_gemma":[0.9981689,0.0006445858,0.0002580227,0.00004475945,0.0007025581,0.000004959369,5.894942e-7,0.000008743783,0.0001668094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1247435,"threshold_uncertainty_score":0.3233731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09065279766250972,"score_gpt":0.3113470910680554,"score_spread":0.2206942934055456,"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."}}