{"id":"W4402265084","doi":"10.23919/acc60939.2024.10644356","title":"Fractional-Order Integral Neural-Adaptive Update and Feedback Laws","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Control Systems Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Control theory (sociology); Order (exchange); Artificial neural network; Fractional calculus; Law; Applied mathematics; Mathematics; Artificial intelligence; Control (management); Political science","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":[0.0003627217,0.0003779515,0.0003791199,0.0002240531,0.0003964299,0.000452425,0.001069752,0.0005136504,0.001348956],"category_scores_gemma":[0.0009007368,0.0001775757,0.0002757348,0.0002464156,0.0003501769,0.0004252837,0.0004042828,0.0005962728,0.0001786549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004316457,"about_ca_system_score_gemma":0.0005419083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005536133,"about_ca_topic_score_gemma":0.006301288,"domain_scores_codex":[0.999804,0.00001599243,0.00001296315,0.0000351495,0.0001094433,0.00002249699],"domain_scores_gemma":[0.9997724,0.00005482449,0.00003912756,0.00002005621,0.0001043995,0.000009267529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001687644,0.0001350348,0.0008530217,0.0001782979,0.00005176804,0.0002582374,0.0001664538,0.6570159,0.04926883,0.01403604,0.00173856,0.276129],"study_design_scores_gemma":[0.000009602607,0.00004400448,0.0001515517,0.000005139714,0.000007614246,0.00003151449,0.000003487825,0.9939231,0.003983575,0.0005596746,0.001274845,0.000005833281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02083174,0.0003504204,0.9717433,0.0001010265,0.0001260912,0.00006692241,0.00002361309,0.0006197193,0.006137065],"genre_scores_gemma":[0.8735967,0.0003483835,0.1191215,0.00009904396,0.00005030953,0.0001445257,0.00004606315,0.00002399626,0.006569446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005536133,"threshold_uncertainty_score":0.01100785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008499301231541774,"score_gpt":0.2147746316963854,"score_spread":0.2062753304648436,"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."}}