{"id":"W2116198287","doi":"10.1109/wescan.1993.270588","title":"Neural networks in control systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Artificial neural network; Control (management); Control system; Artificial intelligence; Engineering","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":[0.0006931138,0.001239107,0.00130108,0.001077313,0.0004691287,0.0022187,0.001253947,0.002646896,0.007012493],"category_scores_gemma":[0.001982394,0.0002913881,0.000441413,0.001871502,0.001590763,0.002182913,0.0008960241,0.002352371,0.002064358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138305,"about_ca_system_score_gemma":0.001039603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784257,"about_ca_topic_score_gemma":0.001992412,"domain_scores_codex":[0.9991792,0.0002874842,0.00006844673,0.000143009,0.0002777404,0.00004400727],"domain_scores_gemma":[0.9994993,0.0002945198,0.00004497742,0.00003384131,0.0001072349,0.00002013941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003467174,0.00002931159,0.0003058223,0.001563422,0.00007544761,0.0002388387,0.0002292684,0.06492894,0.0008446867,0.6982784,0.02697496,0.2064963],"study_design_scores_gemma":[0.00002096196,0.00005901442,0.0003884787,0.0007103169,0.00003321958,0.0002380246,0.0001212004,0.0606087,0.0004710079,0.631149,0.306159,0.00004106697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003291915,0.3817299,0.4640366,0.008698169,0.004948843,0.0001586921,0.0004803092,0.0007804456,0.1358751],"genre_scores_gemma":[0.2655207,0.4606957,0.1879012,0.003935499,0.007385397,0.0009469612,0.001093791,0.0002536091,0.07226717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007012493,"threshold_uncertainty_score":0.02345908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646134139619385,"score_gpt":0.2099819224821837,"score_spread":0.1935205810859899,"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."}}