{"id":"W2076640558","doi":"10.3138/infor.51.2.53","title":"Operational Research in the Wine Supply Chain","year":2013,"lang":"en","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supply chain; Wine; Operational effectiveness; Operational planning; Business; Process management; Operational efficiency; Supply chain management; Strategic planning; Marketing; Operations management; Engineering","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":[0.01625868,0.0007088029,0.0004897885,0.009094237,0.002466814,0.009276752,0.0008996019,0.001495844,0.005118355],"category_scores_gemma":[0.03261697,0.0004285696,0.000339361,0.02739201,0.01074438,0.01301285,0.001799861,0.002278725,0.000403307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006017892,"about_ca_system_score_gemma":0.005132592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006868301,"about_ca_topic_score_gemma":0.004012505,"domain_scores_codex":[0.972789,0.02105316,0.001155897,0.0007037323,0.003571244,0.0007267953],"domain_scores_gemma":[0.9316577,0.05797083,0.003351379,0.001782985,0.004555844,0.0006811919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004520166,0.00008723556,0.004130423,0.00150893,0.000039688,0.0001772314,0.008256234,0.006511668,0.0003521581,0.8780164,0.00393965,0.0969353],"study_design_scores_gemma":[0.00001863342,0.0002231048,0.009462018,0.004021781,0.000033231,0.0003068162,0.05629908,0.01130156,0.0007840478,0.7289041,0.1885607,0.00008484254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1324464,0.2576277,0.1981304,0.05273179,0.001887675,0.0003916526,0.0004956166,0.0001461409,0.3561426],"genre_scores_gemma":[0.8671452,0.09786773,0.02554658,0.001749671,0.001436275,0.0002060757,0.0001819379,0.00005434296,0.005812264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01625868,"threshold_uncertainty_score":0.08598518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0904397575352326,"score_gpt":0.3407497968209128,"score_spread":0.2503100392856802,"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."}}