{"id":"W1987640934","doi":"10.1177/0276146711427302","title":"Vietnamese Weddings","year":2011,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Vietnamese; Modernization theory; Modernity; Consumption (sociology); China; Perception; Sociology; Gender studies; Political science; Conspicuous consumption; Transition (genetics); Social change; Political economy; Economic growth; Social science; Economics; Psychology; Emerging markets","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004231014,0.0001876326,0.0001030502,0.0004807993,0.003539029,0.001146239,0.0002715815,0.0002293982,0.01615753],"category_scores_gemma":[0.0007861524,0.0001264716,0.00009841535,0.0006967045,0.000893807,0.0007949523,0.00113086,0.0006308309,0.0009457907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009529115,"about_ca_system_score_gemma":0.0007314608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380298,"about_ca_topic_score_gemma":0.03576558,"domain_scores_codex":[0.9998134,0.00005784185,0.000008328627,0.00002803734,0.00003415163,0.00005820635],"domain_scores_gemma":[0.9996365,0.0000593386,0.00005150287,0.00002787807,0.00006960772,0.0001552231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000369306,0.0002395818,0.1442377,0.000867771,0.00004167971,0.007102756,0.4806548,0.0001954092,0.005704841,0.08294731,0.0584885,0.2191504],"study_design_scores_gemma":[0.00001001973,0.0001917727,0.1386155,0.0002991931,0.00001101567,0.001273621,0.2088108,0.0001355308,0.001702883,0.001205871,0.6477168,0.00002692397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8267382,0.002456922,0.0007725343,0.00207283,0.0008439196,0.00007291222,0.000853986,0.00003775111,0.1661508],"genre_scores_gemma":[0.9168104,0.001327891,0.0003693312,0.0002770257,0.00007434553,0.0000231815,0.000358653,0.00002585908,0.08073336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615753,"threshold_uncertainty_score":0.05405235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05385864550038404,"score_gpt":0.2874664689079138,"score_spread":0.2336078234075298,"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."}}