{"id":"W1998871010","doi":"10.1016/j.jretconser.2011.08.008","title":"Consumption dynamics and demographics of Canadian wine consumers: Retailing insights from the tasting room channel","year":2011,"lang":"en","type":"article","venue":"Journal of Retailing and Consumer Services","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wine; Wine tasting; Winery; Consumption (sociology); Demographics; Marketing; Product (mathematics); Business; Advertising; White Wine; Geography; Food science; Demography; Sociology; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004343753,0.0001841337,0.0003176531,0.0004724259,0.0003043695,0.0001426249,0.0002307387,0.0001474368,0.00002563161],"category_scores_gemma":[0.00005938225,0.0001339796,0.00007045766,0.0003696567,0.000148544,0.000772577,0.00007362234,0.0004048348,0.000002648525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000010281,"about_ca_system_score_gemma":0.00005129178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04801209,"about_ca_topic_score_gemma":0.0399927,"domain_scores_codex":[0.998894,0.00003068381,0.0005304228,0.0001689314,0.0001690415,0.0002068818],"domain_scores_gemma":[0.9985217,0.0001613787,0.0007690209,0.0001519226,0.0003356751,0.00006029979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045894,0.0000338887,0.9906746,0.0003276388,0.0003641917,0.00006568975,0.001008973,0.00001566975,0.0002032976,0.0009695321,0.0001106332,0.00612133],"study_design_scores_gemma":[0.004726878,0.0001541375,0.8115811,0.005245394,0.00365068,0.0003391512,0.02817238,0.1118387,0.0006816683,0.01226543,0.01985066,0.001493801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925318,0.005427852,0.00004773274,0.001118951,0.0002833635,0.00008489809,0.000009147703,0.00001291626,0.0004833322],"genre_scores_gemma":[0.9982337,0.0004244937,0.0002480944,0.0003923449,0.0006624649,8.271929e-7,0.0000107309,0.00001578639,0.00001159347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1790935,"threshold_uncertainty_score":0.9775249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928620044258881,"score_gpt":0.1986587767527086,"score_spread":0.1693725763101198,"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."}}