{"id":"W1941690598","doi":"10.3968/j.sms.1923845220120401.1522","title":"Sensitivity of Design Optimality Criteria to Second-order Response SurfaceModel Restrictions and Center Point Replications","year":2012,"lang":"en","type":"article","venue":"Studies in mathematical sciences","topic":"Optimal Experimental Design Methods","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Mathematics; Point (geometry); Variance (accounting); Sensitivity (control systems); Order (exchange); Statistics; Linear model; Mathematical optimization; Engineering; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1080165,0.001141805,0.002313754,0.0009768979,0.0005627812,0.001972371,0.001816192,0.002071724,0.001745328],"category_scores_gemma":[0.3484661,0.0009214253,0.001586395,0.0008106557,0.001998944,0.002170408,0.002031847,0.002255246,0.000246188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662576,"about_ca_system_score_gemma":0.002054432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071827,"about_ca_topic_score_gemma":0.0004878906,"domain_scores_codex":[0.8754184,0.1078899,0.003486041,0.004326449,0.007620475,0.001258802],"domain_scores_gemma":[0.345986,0.6031016,0.0195993,0.02223261,0.00836527,0.0007152325],"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":[0.004484722,0.000753414,0.01740165,0.001004438,0.0008260238,0.0003914889,0.0006187759,0.8337352,0.01787804,0.04851488,0.0004900845,0.0739014],"study_design_scores_gemma":[0.000421572,0.003385225,0.01264331,0.0001575511,0.000200399,0.0001881148,0.000257326,0.9273189,0.01980768,0.03415801,0.001344359,0.0001176081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2570999,0.0007677247,0.7390404,0.0003624054,0.00005346199,0.0004588044,0.0001033886,0.0001898145,0.001924002],"genre_scores_gemma":[0.8894899,0.0001526787,0.1089411,0.0000880623,0.00001935448,0.0007697856,0.0001088556,0.00005410289,0.0003760849],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1080165,"threshold_uncertainty_score":0.5712529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4462560441076815,"score_gpt":0.5532982038796652,"score_spread":0.1070421597719837,"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."}}