{"id":"W2069467624","doi":"10.5539/ijms.v1n2p66","title":"The Insight Study of Consumer Life-styles and Purchasing Behaviors in Songkla Province, Thailand","year":2009,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Purchasing; Product (mathematics); Descriptive statistics; Marketing; Business; Consumer behaviour; Statistics; Mathematics","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":[0.001831435,0.00009828179,0.0001823746,0.0003062045,0.0001416666,0.000199768,0.0002336084,0.00002083936,0.000005868282],"category_scores_gemma":[0.001208446,0.00006930016,0.00004483796,0.0001109174,0.00009120201,0.000340114,0.00009264747,0.0001276573,0.000001182657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000222266,"about_ca_system_score_gemma":0.00002403359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003621253,"about_ca_topic_score_gemma":0.0002329353,"domain_scores_codex":[0.9987392,0.00007178153,0.0005901731,0.000111185,0.0003928367,0.00009478295],"domain_scores_gemma":[0.9983335,0.0002996502,0.0006315382,0.00007786217,0.0006487081,0.000008803751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007091005,0.0003806582,0.8269153,0.00001999522,0.0001644291,0.00002633452,0.0005916088,0.000008776415,0.0006700651,0.000167872,0.0007424541,0.1696034],"study_design_scores_gemma":[0.001090989,0.00001664736,0.9888768,0.0001745961,0.00007998522,0.000009290947,0.006407494,0.00002839735,0.00001576787,0.00009387884,0.00312874,0.00007736781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995509,0.002559255,0.000002711219,0.001113524,0.0004710862,0.0001463255,6.99627e-7,0.000006628615,0.0001907778],"genre_scores_gemma":[0.9986147,0.001032677,0.0000193527,0.00008595151,0.0001686743,0.000003528611,6.353303e-7,0.000005206323,0.00006925429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.169526,"threshold_uncertainty_score":0.2825978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02896137374990402,"score_gpt":0.3000086254007828,"score_spread":0.2710472516508787,"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."}}