{"id":"W1505703277","doi":"10.1108/13555850810909740","title":"Life‐style orientation of rural US and Canadian consumers","year":2008,"lang":"en","type":"article","venue":"Asia Pacific Journal of Marketing and Logistics","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marketing; Demographics; Business; Flourishing; Sample (material); Advertising; Psychology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003877209,0.000202482,0.000189756,0.00129634,0.002732066,0.001213226,0.0002721953,0.000219464,0.002758871],"category_scores_gemma":[0.001087161,0.0001295275,0.0003123778,0.001786871,0.0008170455,0.0002602078,0.0005072068,0.0003632782,0.0001684091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005814888,"about_ca_system_score_gemma":0.004517965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9480381,"about_ca_topic_score_gemma":0.97419,"domain_scores_codex":[0.9997124,0.00002192347,0.00001114557,0.00003656953,0.0001059237,0.0001119242],"domain_scores_gemma":[0.9991353,0.00006959579,0.0001308925,0.00002024505,0.000368253,0.0002756699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002267348,0.00009403853,0.9409417,0.00004954792,0.00003222473,0.0002517545,0.0361321,0.00004847859,0.001047799,0.0003433088,0.001141366,0.01969104],"study_design_scores_gemma":[0.000004166337,0.00005587122,0.9659246,0.00002047901,0.00001187135,0.0001174439,0.0319416,0.00007063135,0.00009853081,0.00003449836,0.001705748,0.00001445396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973571,0.0001173601,0.00001636322,0.0000797855,0.000003306166,0.0000104335,0.0002547102,0.000001530315,0.00215937],"genre_scores_gemma":[0.9984505,0.0001858114,0.00006070849,0.00006636819,0.000001837927,0.000006709363,0.0002314768,0.000001543461,0.0009950491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0519619,"threshold_uncertainty_score":0.1045358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334278872721883,"score_gpt":0.2263650542667051,"score_spread":0.2030222655394862,"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."}}