{"id":"W4377138840","doi":"10.20965/jaciii.2023.p0490","title":"Optimization Design Method of Spherical Magnetic Field Generation Coil Based on Differential Evolution Algorithm","year":2023,"lang":"en","type":"article","venue":"Journal of Advanced Computational Intelligence and Intelligent Informatics","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Helmholtz coil; Electromagnetic coil; Magnetic field; Magnetometer; Computer science; Search coil; Earth's magnetic field; Coaxial; Algorithm; Acoustics; Nuclear magnetic resonance; Physics; Magnetic flux","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":[0.000566658,0.0007139818,0.0006883302,0.000541537,0.0003311289,0.0005952385,0.00069433,0.0005782144,0.002084287],"category_scores_gemma":[0.0008020106,0.000354155,0.0005424786,0.0004665664,0.0003857829,0.0004467683,0.0004683374,0.0003392769,0.0005257981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005825546,"about_ca_system_score_gemma":0.0008429768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115542,"about_ca_topic_score_gemma":0.001425669,"domain_scores_codex":[0.9996938,0.00006385481,0.00001592865,0.0000606972,0.0001402686,0.00002550688],"domain_scores_gemma":[0.9997718,0.00006038673,0.00002948191,0.00001342898,0.0001143128,0.00001069209],"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":[0.0001441924,0.00003924533,0.0009804732,0.0004465535,0.00005858019,0.0001507304,0.0002308462,0.7825631,0.03559825,0.02063146,0.003765554,0.155391],"study_design_scores_gemma":[0.00001791416,0.00006214798,0.0001635488,0.00001093596,0.0000159694,0.00004728541,0.00001422528,0.991414,0.003644096,0.001259769,0.003338062,0.00001207493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005543169,0.0002605581,0.9891381,0.00009015139,0.00005445322,0.00005582333,0.00001717049,0.000227768,0.00461286],"genre_scores_gemma":[0.4996813,0.0007309529,0.4914108,0.0001548037,0.00006807702,0.0005546726,0.0001559546,0.000159365,0.007084104],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002115542,"threshold_uncertainty_score":0.006972611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358426044967939,"score_gpt":0.275327936669644,"score_spread":0.2517436762199646,"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."}}