{"id":"W2060744752","doi":"10.1016/j.camwa.2006.08.015","title":"Reflections on optimality and dynamic programming","year":2006,"lang":"en","type":"article","venue":"Computers & Mathematics with Applications","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Mathematics; Dynamic programming; Mathematical optimization","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":[0.0000468946,0.0001290607,0.0001352225,0.00006855297,0.0001220858,0.00005620065,0.00007887616,0.00003639927,9.224894e-7],"category_scores_gemma":[0.000001940777,0.0001203048,0.00001750156,0.0002193748,0.00003707161,0.00006982426,0.00001227032,0.00007929811,0.00001051391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006875555,"about_ca_system_score_gemma":0.00000590133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003045429,"about_ca_topic_score_gemma":0.00001571837,"domain_scores_codex":[0.9994073,0.000006192499,0.0001949225,0.0001580585,0.00008886516,0.000144695],"domain_scores_gemma":[0.9995263,0.00006747862,0.00005327609,0.0002719042,0.00004024871,0.0000407741],"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":[0.000002605794,0.0001226212,0.00003189615,0.0001980064,0.00004077207,8.28448e-7,0.0002103568,0.8853484,0.0004460142,0.09644137,0.00009209746,0.01706506],"study_design_scores_gemma":[0.0003566458,0.00004020953,0.0002852504,0.00007452321,0.00003546476,0.00003242876,0.00007638815,0.9854866,0.00004771246,0.007646014,0.005666984,0.000251796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001741645,0.0000690749,0.9924357,0.00006030454,0.00002385261,0.0007421873,0.000004241127,0.0005651099,0.004357906],"genre_scores_gemma":[0.4158738,0.000006404101,0.5834424,0.000009147335,0.00003340807,0.0005421838,0.00001844025,0.00002963945,0.00004452261],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4141321,"threshold_uncertainty_score":0.4905887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007882527042381984,"score_gpt":0.2560950110692063,"score_spread":0.2482124840268243,"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."}}