{"id":"W4392345961","doi":"10.1007/s10479-024-05892-y","title":"Optimal production management when there is regime switching and production constraints","year":2024,"lang":"en","type":"article","venue":"Annals of Operations Research","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Production (economics); Theory of computation; Computer science; Biochemical engineering; Economics; Microeconomics; Algorithm; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002830253,0.0008931865,0.002079401,0.0007147303,0.000639529,0.002173923,0.001414557,0.002593007,0.004761798],"category_scores_gemma":[0.00736242,0.001275979,0.0009312517,0.0006512962,0.001784732,0.001967266,0.001611252,0.00164176,0.0003324569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880093,"about_ca_system_score_gemma":0.001345035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004151674,"about_ca_topic_score_gemma":0.002132768,"domain_scores_codex":[0.998434,0.0007293153,0.00005836991,0.000237387,0.0001428023,0.0003981702],"domain_scores_gemma":[0.9949451,0.003859826,0.0005318884,0.0001750074,0.0001805954,0.0003076535],"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":[0.0002112613,0.0001094256,0.0006592225,0.0001037513,0.00005871619,0.00032755,0.00006269709,0.961114,0.001816803,0.0287149,0.00091229,0.005909297],"study_design_scores_gemma":[0.00005834445,0.00008996607,0.0004446778,0.00002167599,0.00001902123,0.00004235212,0.00004563691,0.9634855,0.0003381857,0.03490708,0.0005265244,0.00002104308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4075184,0.001710724,0.5594153,0.003491832,0.0002165155,0.0002171997,0.0004337045,0.0003317251,0.02666456],"genre_scores_gemma":[0.9840991,0.0003231133,0.01196301,0.0001017731,0.00005700555,0.00007285136,0.00006481808,0.00003745506,0.003280779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004761798,"threshold_uncertainty_score":0.01592976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2078657342790034,"score_gpt":0.375731544277729,"score_spread":0.1678658099987256,"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."}}