{"id":"W1974574330","doi":"10.5539/jfr.v1n1p79","title":"Predicting Wine Consumption Based on Previous ‘Drinking History’ and Associated Behaviours","year":2012,"lang":"en","type":"article","venue":"Journal of Food Research","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wine; Consumption (sociology); White Wine; Product (mathematics); Psychology; Social psychology; Food science; Mathematics; Sociology; Chemistry; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009825306,0.0002052195,0.0001686907,0.0005545492,0.0001876564,0.0005817908,0.000208265,0.0002776839,0.003223449],"category_scores_gemma":[0.00319111,0.0001893538,0.000362564,0.0004099089,0.0002064573,0.0005035006,0.0003285852,0.0003387525,0.0003944836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206739,"about_ca_system_score_gemma":0.0001980203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009181983,"about_ca_topic_score_gemma":0.02242574,"domain_scores_codex":[0.9998193,0.00007442308,0.00001778437,0.00003168768,0.00002727505,0.00002953871],"domain_scores_gemma":[0.9983672,0.0007754198,0.0003882075,0.0001002437,0.0001479333,0.0002209847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004777832,0.00007249692,0.9965507,0.000003782304,0.00002187697,0.000009931335,0.00006173741,0.0001737363,0.0001506043,0.00001802525,0.00003731822,0.00285197],"study_design_scores_gemma":[0.000003147151,0.00009204246,0.9962146,0.000005304326,0.00001669157,0.00002374241,0.0001694283,0.003161274,0.0001509379,0.00006685092,0.00009198902,0.000003945665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994479,0.0000175376,0.0001220166,0.0000193825,0.000001691609,0.00000364717,0.00005627182,0.000002428763,0.0003291687],"genre_scores_gemma":[0.9992977,0.00003790823,0.0002217337,0.000004815507,0.000002290554,0.000003760431,0.000146622,0.000001028319,0.0002841653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009181983,"threshold_uncertainty_score":0.01825708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198093961826728,"score_gpt":0.3246563111297313,"score_spread":0.2048469149470586,"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."}}