{"id":"W2802714753","doi":"","title":"Comparison of the radial basis function and ordinary kriging model in the design of dynamic systems","year":2010,"lang":"en","type":"article","venue":"","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Kriging; Radial basis function; Function (biology); Mathematics; Applied mathematics; Computer science; Mathematical optimization; Statistics; 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":[0.001491862,0.0004039992,0.0008311016,0.0003230969,0.0002827807,0.0005623542,0.0006965708,0.000725585,0.0006276405],"category_scores_gemma":[0.002527471,0.0003807427,0.0004812324,0.0002783344,0.0002132884,0.0006157512,0.0002777062,0.0004993506,0.0002245666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004575383,"about_ca_system_score_gemma":0.000879698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424549,"about_ca_topic_score_gemma":0.01040745,"domain_scores_codex":[0.9993304,0.0004084411,0.0000266496,0.00005245539,0.0001437258,0.00003832912],"domain_scores_gemma":[0.9992086,0.0004702144,0.00003711913,0.0000447647,0.00022016,0.00001918361],"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":[0.0001777061,0.00004174042,0.0004928245,0.00007916469,0.00004962658,0.0000190044,0.00004634816,0.9379665,0.002294318,0.003129123,0.0001435379,0.05556006],"study_design_scores_gemma":[0.00000535056,0.0000293887,0.0001491862,0.000002839786,0.000009962205,0.000004853909,0.000003358939,0.9988716,0.0004320321,0.0003007725,0.0001861136,0.00000453845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0520541,0.0004916728,0.9456781,0.00008825546,0.00001928394,0.00002230031,0.00001567105,0.000244858,0.001385831],"genre_scores_gemma":[0.8618817,0.0005093721,0.1358207,0.00003829806,0.00001600327,0.00005542787,0.00005133138,0.00008025486,0.001546935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01424549,"threshold_uncertainty_score":0.02832514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307042503835675,"score_gpt":0.2221026636722478,"score_spread":0.209032238633891,"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."}}