{"id":"W2949985932","doi":"","title":"Application of Optimal Control Theory toBiomedical and Biochemical Processes","year":2019,"lang":"en","type":"article","venue":"American Journal of Biomedical Science & Research","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Control (management); Computer science; Artificial intelligence","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":[0.00106043,0.0008152525,0.001159686,0.0008544421,0.0006003218,0.001452879,0.0007129581,0.0009251217,0.002070508],"category_scores_gemma":[0.002664584,0.0004819586,0.0008884316,0.0006346974,0.0019808,0.0009039009,0.001530963,0.00121998,0.0001789643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122386,"about_ca_system_score_gemma":0.001802193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004405604,"about_ca_topic_score_gemma":0.002640162,"domain_scores_codex":[0.9994606,0.000220988,0.00002547585,0.0000657285,0.000174381,0.00005276701],"domain_scores_gemma":[0.9993784,0.0004141565,0.00005064786,0.00002995925,0.0000996333,0.00002720593],"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":[0.00003150803,0.00005366703,0.0002137949,0.0001183135,0.0000445786,0.00006005323,0.00005570343,0.6199583,0.001314886,0.3483614,0.0009962827,0.02879153],"study_design_scores_gemma":[0.000009901089,0.00002372549,0.0001055399,0.00001450083,0.000008647175,0.00001305739,0.00001237963,0.7968207,0.0002839589,0.200982,0.001716117,0.000009458864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01188365,0.00277316,0.9600385,0.001864437,0.0004839455,0.0000293694,0.00002364795,0.00006797278,0.02283532],"genre_scores_gemma":[0.8610405,0.004814866,0.1170031,0.0005129185,0.0008247625,0.0001464485,0.00005633345,0.00009087264,0.01551009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004405604,"threshold_uncertainty_score":0.008879781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00554605909797748,"score_gpt":0.2990905695860224,"score_spread":0.2935445104880449,"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."}}