{"id":"W2056318075","doi":"10.1142/s0129065701000552","title":"STOCHASTIC RADIAL BASIS FUNCTIONS","year":2001,"lang":"en","type":"article","venue":"International Journal of Neural Systems","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Gaussian; Bernoulli's principle; Binary number; Transfer function; Basis (linear algebra); Function (biology); Bernoulli distribution; Mathematics; Radial basis function; Applied mathematics; Algorithm; Computer science; Control theory (sociology); Artificial neural network; Random variable; Statistics; Control (management); Artificial intelligence; Physics; Arithmetic","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":[0.0001533224,0.00008955328,0.0001366207,0.0001552509,0.00007251547,0.0002676915,0.001043166,0.00003055231,0.00001983047],"category_scores_gemma":[0.00002941117,0.00007186348,0.0001249582,0.0002192911,0.00002148582,0.000542434,0.00007616654,0.0001616783,0.00004258773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000639256,"about_ca_system_score_gemma":0.00003616626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002792239,"about_ca_topic_score_gemma":0.000003194579,"domain_scores_codex":[0.9987619,0.00004603505,0.0004289654,0.0001289001,0.0004948807,0.0001393149],"domain_scores_gemma":[0.9988858,0.0001157513,0.0003218674,0.0001609368,0.0004009524,0.0001147551],"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":[0.0002124612,0.0006443606,0.005113887,0.00001196487,0.000669718,0.001255897,0.000475805,0.5874527,0.008897878,0.08636564,0.088731,0.2201687],"study_design_scores_gemma":[0.001787049,0.0003943653,0.008785332,0.000158997,0.0000429046,0.01651303,0.0001189096,0.7930518,0.00008586489,0.001803653,0.1768003,0.0004577204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1144361,0.0004088985,0.8657346,0.008364933,0.009949836,0.0001303346,0.000006373868,0.00005473005,0.0009141218],"genre_scores_gemma":[0.9970321,0.0000233228,0.0003313054,0.0002053265,0.00184497,0.000006371447,0.000001287411,0.00000600332,0.0005493143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.882596,"threshold_uncertainty_score":0.2930508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273893073347266,"score_gpt":0.2663412956763873,"score_spread":0.2436023649429146,"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."}}