{"id":"W4400012468","doi":"10.18280/jesa.570329","title":"An Integrated Inventory-Production-Distribution Model for Crisis Relief Supply Chain Optimization: A Systematic Review and Mixed Integer Programming Formulation","year":2024,"lang":"en","type":"review","venue":"Journal Européen des Systèmes Automatisés","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Integer programming; Supply chain; Distribution (mathematics); Integer (computer science); Production (economics); Mathematical optimization; Chain (unit); Computer science; Operations research; Mathematics; Business; Economics; Microeconomics; Marketing; Physics","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":[0.002216168,0.00194837,0.002221876,0.002847454,0.0003774189,0.002347308,0.001847624,0.001334449,0.002782814],"category_scores_gemma":[0.003092972,0.0008587226,0.002344953,0.006534072,0.0004749894,0.002004594,0.0008281367,0.001366526,0.0006386848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125156,"about_ca_system_score_gemma":0.004096716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006376775,"about_ca_topic_score_gemma":0.007230399,"domain_scores_codex":[0.9990867,0.0003420598,0.0001192818,0.0001377324,0.0002611661,0.00005292887],"domain_scores_gemma":[0.9983914,0.001068723,0.000173926,0.00004651385,0.0002918071,0.00002755557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001450104,0.0002732887,0.001683375,0.06701633,0.001173995,0.0004241931,0.0002733724,0.2165176,0.0012967,0.07094432,0.01884716,0.6214047],"study_design_scores_gemma":[0.000122249,0.0007384507,0.002824666,0.03958305,0.003626188,0.001219342,0.0008035427,0.4576413,0.002202473,0.06619347,0.4247628,0.0002825733],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003433363,0.860369,0.1273115,0.001176896,0.0003399701,0.0002403731,0.0004342623,0.0001282301,0.006566314],"genre_scores_gemma":[0.05021885,0.87619,0.06928179,0.0003932342,0.0003789055,0.00043562,0.0007570864,0.00005940567,0.002285082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006376775,"threshold_uncertainty_score":0.01267934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450300817508933,"score_gpt":0.2980606632096015,"score_spread":0.2530305814587082,"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."}}