{"id":"W2166923299","doi":"10.1017/s193143610000064x","title":"Consumer-Level Determinants of Wine Purchases in Canadian Restaurants","year":2009,"lang":"en","type":"article","venue":"Journal of Wine Economics","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Casual; Explanatory power; Wine; Context (archaeology); Marketing; Consumption (sociology); Business; Psychographic; Logistic regression; Consumer behaviour; Advertising; Economics; Food science; Geography; Statistics; Political science","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":[0.0004641362,0.000131871,0.0003783399,0.0005814533,0.0000436559,0.00006070307,0.0002608538,0.0000936217,0.0001079239],"category_scores_gemma":[0.0001779406,0.0001270606,0.0000881691,0.0001604227,0.00003649275,0.0009822859,0.00002318253,0.0002146086,0.00001635702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007985815,"about_ca_system_score_gemma":0.0002230629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02243442,"about_ca_topic_score_gemma":0.008757182,"domain_scores_codex":[0.9987884,0.00000663199,0.0007462585,0.0001029883,0.00006617338,0.0002895968],"domain_scores_gemma":[0.9989853,0.00003097663,0.0006739871,0.0001385926,0.0001183274,0.00005281314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004116691,0.0004556333,0.785627,0.0001259411,0.00009677836,0.00108731,0.0001466362,0.001888528,0.0003709054,0.0005882999,0.1610808,0.04812052],"study_design_scores_gemma":[0.002087028,0.00008398417,0.829249,0.0002395509,0.00005263912,0.0001213869,0.000152874,0.001494401,0.0004232902,0.002693602,0.1631227,0.000279573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840599,0.00003929313,0.000002508483,0.01284985,0.0003761219,0.0000686265,0.000009347039,0.000003556792,0.002590825],"genre_scores_gemma":[0.9910718,0.00001102716,0.0001303728,0.0007293756,0.007907129,3.111508e-7,0.000002802893,0.00001136259,0.0001358689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04784095,"threshold_uncertainty_score":0.9840752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378994465832593,"score_gpt":0.2423065147185693,"score_spread":0.2085165700602434,"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."}}