{"id":"W2044696912","doi":"10.1016/j.apm.2014.03.018","title":"Two-product inventory management with fixed costs and supply uncertainty","year":2014,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Monotone polygon; Product (mathematics); Mathematical optimization; Computation; Production (economics); Reorder point; Order (exchange); Bayesian probability; Computer science; Random variable; Mathematics; Economic order quantity; Supply chain; Economics; Statistics; Microeconomics; Algorithm; Business","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006042203,0.0003400002,0.0003597952,0.000217318,0.0002168393,0.000288245,0.0002787292,0.00004350176,0.0001651717],"category_scores_gemma":[0.00001283717,0.0002754356,0.0000526708,0.0002676481,0.00013995,0.0003124119,0.0002862874,0.0001611055,0.0003457797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005659388,"about_ca_system_score_gemma":0.000004726871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004929037,"about_ca_topic_score_gemma":0.0000103975,"domain_scores_codex":[0.9980689,0.00001175044,0.000372383,0.0006042754,0.0004568017,0.0004859372],"domain_scores_gemma":[0.9991913,0.00006095661,0.0001481675,0.0004974424,0.0000534043,0.0000487032],"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":[0.00006709812,0.0001268828,0.0001737552,0.00080462,0.0000729337,0.000005422571,0.00006093274,0.02086132,0.00004401837,0.9696288,0.001105668,0.007048531],"study_design_scores_gemma":[0.001858322,0.00002021916,0.00004714828,0.0002352567,0.0002238081,0.000002772298,0.0006957469,0.7566278,0.00004991171,0.2145146,0.02508298,0.0006414321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1333264,0.00007171008,0.3478444,0.0007620328,0.0001856359,0.001681608,0.00000104047,0.0004794923,0.5156476],"genre_scores_gemma":[0.9829815,0.00001426902,0.01372737,0.001827879,0.0006556641,0.0001844732,0.00002346944,0.00006535072,0.0005200363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8496551,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188870283498841,"score_gpt":0.2071878225969392,"score_spread":0.1883007942470551,"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."}}