{"id":"W2090215832","doi":"10.1016/j.ijhm.2010.12.004","title":"A model for wine list and wine inventory yield management","year":2011,"lang":"en","type":"article","venue":"International Journal of Hospitality Management","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Wine; Perpetual inventory; Inventory turnover; Business; Yield (engineering); Inventory management; Product (mathematics); Inventory investment; Marketing; Liberian dollar; Supply chain; Inventory theory; Operations management; Economics; Profitability index; Mathematics; Food science; Econometrics; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006040233,0.0001887578,0.0002085325,0.000393551,0.00007520724,0.0001745665,0.000584909,0.00005487764,0.0001216049],"category_scores_gemma":[0.00003607562,0.0001734762,0.0001608739,0.0001076096,0.00006177367,0.0009330008,0.0003846891,0.0001374194,0.00001355975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005910631,"about_ca_system_score_gemma":0.000007859166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005944628,"about_ca_topic_score_gemma":0.000003621941,"domain_scores_codex":[0.9985027,0.000005552396,0.0005640656,0.0002185731,0.0004981638,0.0002109041],"domain_scores_gemma":[0.9989715,0.00001390247,0.0004924752,0.0001723722,0.0003182529,0.00003151943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00148539,0.002461117,0.0391796,0.001180867,0.004678766,0.001410024,0.0007290774,0.001100678,0.00005382584,0.3837816,0.5243971,0.03954194],"study_design_scores_gemma":[0.009939601,0.0003569738,0.1275906,0.001335455,0.001735838,0.00008567929,0.003244394,0.08741324,0.0001385248,0.2922044,0.474332,0.001623309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6265013,0.000270242,0.06773876,0.03933335,0.006597011,0.001864476,0.00003346324,0.0001689472,0.2574925],"genre_scores_gemma":[0.9858159,0.00002730661,0.004448552,0.001853057,0.00487761,0.00002481247,0.00001357335,0.00002468667,0.002914463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3593147,"threshold_uncertainty_score":0.7074156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05793103051501478,"score_gpt":0.2543308856789597,"score_spread":0.1963998551639449,"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."}}