{"id":"W2886022243","doi":"10.5539/ijsp.v7n5p95","title":"Construction of Modified Central Composite Designs for Non-standard Models","year":2018,"lang":"en","type":"article","venue":"International Journal of Statistics and Probability","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Function (biology); Matrix (chemical analysis); Central composite design; Algorithm; Computer science; Missing data; Design of experiments; Composite number; Mathematics; Optimal design; Mathematical optimization; Reliability engineering; Statistics; Response surface methodology; Engineering","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":[0.0226152,0.001355762,0.001908527,0.002068277,0.0005087529,0.001259608,0.002184007,0.001366579,0.005664132],"category_scores_gemma":[0.05394748,0.001142444,0.001861757,0.001446049,0.001337308,0.001042436,0.001964795,0.001897158,0.00127303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008903769,"about_ca_system_score_gemma":0.002401101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004874866,"about_ca_topic_score_gemma":0.0005302163,"domain_scores_codex":[0.9796768,0.01447012,0.0007109428,0.002093941,0.002574411,0.0004736668],"domain_scores_gemma":[0.9593243,0.02477346,0.004263171,0.005925762,0.005213478,0.0004999312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003166685,0.0005146883,0.005854012,0.001267477,0.0007446212,0.0003350311,0.0007496398,0.2787265,0.02418682,0.2591954,0.004606504,0.4206527],"study_design_scores_gemma":[0.0007187923,0.003637795,0.005033282,0.0002121746,0.0003304739,0.0003189474,0.0001287105,0.7860944,0.0163968,0.1636774,0.02322681,0.0002244069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005963212,0.00006128553,0.9930934,0.00002372296,0.0000389296,0.0001927,0.00008471239,0.0001411234,0.0004008916],"genre_scores_gemma":[0.06423839,0.0001010619,0.9330324,0.000063603,0.00004261914,0.001388248,0.0002558883,0.00008151597,0.0007961555],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0226152,"threshold_uncertainty_score":0.119602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062466862653703,"score_gpt":0.3067721782876683,"score_spread":0.2761475096611313,"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."}}