{"id":"W2027005019","doi":"10.5539/ijsp.v4n2p55","title":"Quantile Plots of the Prediction Variance for Partially Replicated Central Composite Design","year":2015,"lang":"en","type":"article","venue":"International Journal of Statistics and Probability","topic":"Optimal Experimental Design Methods","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quantile; Variance (accounting); Star (game theory); Cube (algebra); Replicate; Replication (statistics); Statistics; Mathematics; Algorithm; Computer science; Combinatorics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004000172,0.00006999971,0.0001879971,0.00004640338,0.00004011445,0.00009519224,0.0005036046,0.00003432269,0.00001592526],"category_scores_gemma":[0.005553134,0.00004339391,0.00006146291,0.0001029349,0.0001641363,0.0001734761,0.00007267244,0.00008500043,6.221826e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007221368,"about_ca_system_score_gemma":0.0002061393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001506225,"about_ca_topic_score_gemma":0.000002740548,"domain_scores_codex":[0.9975607,0.0003883278,0.0008348758,0.0001561167,0.0009652091,0.00009477694],"domain_scores_gemma":[0.9953908,0.001402781,0.0007296542,0.0001680643,0.002207754,0.0001009543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01753729,0.002537673,0.2863533,0.0000752409,0.0008423119,0.00003080573,0.007043899,0.09200822,0.1376472,0.2545617,0.04171316,0.1596493],"study_design_scores_gemma":[0.001525249,0.0008241902,0.1310154,0.0000501351,0.00003982632,0.00007630136,0.0001007036,0.09456152,0.02598694,0.7433997,0.002319413,0.0001006002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05604526,0.00006081867,0.9416927,0.0004905494,0.001008312,0.0002522832,0.000383951,0.000003002167,0.00006318418],"genre_scores_gemma":[0.5912564,0.000005628368,0.4086124,0.00003732781,0.00005766492,0.000003112812,0.000001641015,0.000003280719,0.00002246427],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5352112,"threshold_uncertainty_score":0.6648021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2020141471897703,"score_gpt":0.4313331808864174,"score_spread":0.2293190336966472,"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."}}