{"id":"W7116100674","doi":"10.82417/zfe9-xp51","title":"Production policy optimization in manufacturing systems with long-run average cost based on vanishing discount approach","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Series (stratigraphy); Benchmark (surveying); Production (economics); Convergence (economics); Point (geometry); Work (physics); Optimal control; Optimization problem","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":[0.00327657,0.001708435,0.00213526,0.001001721,0.0004892841,0.001830183,0.001553004,0.001395868,0.001775896],"category_scores_gemma":[0.006971763,0.0008242276,0.001412882,0.0009418789,0.001763262,0.001816975,0.001215726,0.002188315,0.0001424971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002833867,"about_ca_system_score_gemma":0.001514215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006205266,"about_ca_topic_score_gemma":0.001960501,"domain_scores_codex":[0.9987771,0.0004817407,0.00005474062,0.0002096756,0.0002725921,0.0002042018],"domain_scores_gemma":[0.9970748,0.002115245,0.0002975149,0.00009104062,0.0002783036,0.0001431683],"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":[0.0000328686,0.00001437781,0.0002351342,0.0001031854,0.00003639783,0.00007665835,0.0000450198,0.9593762,0.000546055,0.03582068,0.0001687371,0.003544783],"study_design_scores_gemma":[0.000005189258,0.00002303221,0.00007415967,0.000009225312,0.000009967514,0.000009318733,0.000007973092,0.9881176,0.000162306,0.01137819,0.000196836,0.000006039835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03590459,0.001741253,0.9572993,0.0004742594,0.00008073138,0.00006757393,0.00007522387,0.00008208588,0.00427501],"genre_scores_gemma":[0.9378243,0.001957114,0.05435975,0.0001283382,0.00007852863,0.000165352,0.000121524,0.00007152698,0.005293474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006205266,"threshold_uncertainty_score":0.02056128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009601095588392419,"score_gpt":0.2375519441853897,"score_spread":0.2279508485969973,"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."}}