{"id":"W4387737538","doi":"10.1080/00207543.2023.2269275","title":"Estimation-based production control of manufacturing–remanufacturing systems with uncertain seasonal return and imprecise demand and inventory","year":2023,"lang":"en","type":"article","venue":"International Journal of Production Research","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Production (economics); Computer science; Kalman filter; Operations research; Inventory control; Estimation; Time horizon; Control (management); Environmental economics; Econometrics; Industrial engineering; Economics; Engineering; Microeconomics; Systems engineering; 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":[0.00391998,0.0001369791,0.0002078419,0.0016401,0.0001650155,0.0003067986,0.0002475509,0.00004505094,0.00002187008],"category_scores_gemma":[0.000893252,0.0001122616,0.00003848903,0.0003925451,0.0002013787,0.001034952,0.000120176,0.0002976954,0.000004755022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169356,"about_ca_system_score_gemma":0.00009567017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002285016,"about_ca_topic_score_gemma":0.00001900642,"domain_scores_codex":[0.9974489,0.00009039604,0.0004382465,0.0002971496,0.00147598,0.0002493781],"domain_scores_gemma":[0.9974765,0.000131555,0.0004651066,0.0001569895,0.0017375,0.00003234819],"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":[0.004942451,0.0004515691,0.1474601,0.004867864,0.001332833,0.0004588742,0.0009413981,0.7518364,0.004623589,0.001996652,0.01779584,0.06329242],"study_design_scores_gemma":[0.009807801,0.0005665256,0.1568602,0.003400112,0.0003815694,0.0005008243,0.01400251,0.7376194,0.03560932,0.01269161,0.02745969,0.001100412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880321,0.0001812813,0.001621252,0.008478641,0.001003427,0.0005564106,0.000001993872,0.00003508937,0.0000897972],"genre_scores_gemma":[0.997757,0.00004808191,0.0001585099,0.00003883984,0.001491616,0.00002716451,0.00001040601,0.00002162847,0.0004467308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06219201,"threshold_uncertainty_score":0.4577895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500072217693485,"score_gpt":0.3072016077135601,"score_spread":0.2722008855366252,"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."}}