{"id":"W4237301095","doi":"10.1198/004017002188618644","title":"Discussion","year":2003,"lang":"en","type":"article","venue":"Technometrics","topic":"","field":"","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004167475,0.00009860045,0.0001026737,0.001722602,0.000070749,0.00002388382,0.0001889803,0.00008039734,0.0003457374],"category_scores_gemma":[0.001872565,0.00006157868,0.00004382938,0.01156938,0.00004333773,0.00009467972,0.00003815757,0.0001413615,0.006459114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228208,"about_ca_system_score_gemma":0.00001890795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001437782,"about_ca_topic_score_gemma":5.410267e-7,"domain_scores_codex":[0.9990952,0.00001737462,0.0001356351,0.0001889461,0.0003136121,0.0002492319],"domain_scores_gemma":[0.9993702,0.00003368491,0.00005329761,0.0004294957,0.00003929887,0.00007398798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000143664,0.0009413309,0.1421503,0.00004130039,0.00003492552,0.00004552614,0.0001204794,0.00003528432,0.03524526,0.5531337,0.07830787,0.1899296],"study_design_scores_gemma":[0.000437531,0.00005969054,0.005442833,0.000008224153,0.00001509391,0.00001619979,0.0001189961,0.00005414799,0.02905279,0.01599062,0.9484828,0.0003210919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4032418,0.002246273,0.03121345,0.0005092366,0.0007470092,0.0009146841,0.00008036867,0.006695287,0.5543519],"genre_scores_gemma":[0.9906996,0.00001036023,0.007056528,0.00002274764,0.00001020413,0.0000106036,0.000003498106,0.00005116094,0.002135329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8701749,"threshold_uncertainty_score":0.9943145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507105934163534,"score_gpt":0.2652404587986509,"score_spread":0.2401693994570156,"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."}}