{"id":"W257852334","doi":"10.46469/mq.2012.52.3.5","title":"Gendered Shopping: A Seven Country Comparison","year":2012,"lang":"en","type":"article","venue":"Mankind Quarterly","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Demography; Developed country; Developing country; Geography; Sociology; Economic growth; Population; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002851106,0.0002507218,0.0003101602,0.0001381736,0.0002539081,0.0002679334,0.0002463443,0.00007891275,0.0005120772],"category_scores_gemma":[0.0000122616,0.0002422487,0.00008960522,0.0003037621,0.00006313682,0.001017391,0.00008137375,0.0001749393,0.001928826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004125673,"about_ca_system_score_gemma":0.00000915337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002871359,"about_ca_topic_score_gemma":0.0003843802,"domain_scores_codex":[0.9984625,0.0000127079,0.0003275634,0.0002513309,0.0003309837,0.0006149103],"domain_scores_gemma":[0.9993658,0.00002534212,0.0001794547,0.0003289785,0.00007627598,0.00002415403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001631243,0.000157669,0.9054649,0.00006468128,0.00005387699,0.000005268163,0.0008403525,2.243584e-7,0.0001625798,0.003318837,0.00391228,0.08600305],"study_design_scores_gemma":[0.0005501412,0.00001997116,0.6645643,0.00002451468,0.000194657,0.000005516962,0.003116187,0.0002884363,0.000004813952,0.0001031099,0.3306864,0.0004419789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693487,0.0007595638,0.0002495331,0.0003591166,0.001014097,0.0002877383,0.000003891999,0.0002882054,0.02768914],"genre_scores_gemma":[0.9983009,0.000001142869,0.00009995787,0.0003349337,0.0007135871,0.0000409826,0.00003352128,0.00003638232,0.0004386443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3267742,"threshold_uncertainty_score":0.9988483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04296455777437049,"score_gpt":0.2677156563585312,"score_spread":0.2247510985841607,"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."}}