{"id":"W2113794582","doi":"10.1287/msom.4.4.313.5728","title":"Newsvendor Networks: Inventory Management and Capacity Investment with Discretionary Activities","year":2002,"lang":"en","type":"article","venue":"Manufacturing & Service Operations Management","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Newsvendor model; Computer science; Economics; Procurement; Mathematical optimization; Microeconomics; Operations research; Supply chain; Business; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002247383,0.001690803,0.00135649,0.001083119,0.000773288,0.003014448,0.002105674,0.002502908,0.007968132],"category_scores_gemma":[0.006816239,0.001141953,0.001383644,0.001344956,0.002375226,0.006935478,0.001275403,0.002496193,0.0006775422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002878682,"about_ca_system_score_gemma":0.001021609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00347875,"about_ca_topic_score_gemma":0.002294569,"domain_scores_codex":[0.9987473,0.000482635,0.00005382434,0.0002985213,0.0001980471,0.0002196227],"domain_scores_gemma":[0.9971074,0.001625713,0.0006133075,0.0002105669,0.0002467998,0.000196228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007233702,0.00003019531,0.0004322146,0.0000623712,0.00003856801,0.0001662976,0.00009229731,0.5584961,0.0008043551,0.4309094,0.001501927,0.007394003],"study_design_scores_gemma":[0.00001897902,0.00003594427,0.0001701764,0.00002462743,0.00001674963,0.00006496773,0.00004610198,0.77943,0.0003302415,0.2170056,0.002830121,0.00002652061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04265936,0.001140928,0.9329919,0.001512297,0.0001375212,0.00007385768,0.0003933136,0.0001799706,0.02091081],"genre_scores_gemma":[0.8952019,0.002901892,0.07628189,0.0002816005,0.0002310043,0.0002466132,0.0003137448,0.0001319796,0.02440933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007968132,"threshold_uncertainty_score":0.02665603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990156635349838,"score_gpt":0.1821596828506443,"score_spread":0.162258116497146,"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."}}