{"id":"W4230084435","doi":"10.1080/00949655.2019.1586298","title":"Preface","year":2019,"lang":"en","type":"article","venue":"Journal of Statistical Computation and Simulation","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Brock University","funders":"","keywords":"Mathematics; Applied mathematics; Statistics","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":[0.002372621,0.001065924,0.0007833092,0.003690271,0.002025916,0.002857427,0.001278525,0.0009876465,0.393511],"category_scores_gemma":[0.02773798,0.0003454374,0.0006584797,0.002158686,0.0006405795,0.002203833,0.001720625,0.003469782,0.2739386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001711798,"about_ca_system_score_gemma":0.002197143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003717835,"about_ca_topic_score_gemma":0.003992784,"domain_scores_codex":[0.9989246,0.000211948,0.00007740156,0.0001616757,0.0005602852,0.00006411641],"domain_scores_gemma":[0.9863172,0.002814956,0.0003837071,0.001367769,0.00812689,0.0009895662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001644579,0.00001492525,0.00006963006,0.00006576731,0.000002193921,0.00002281533,0.00003018605,0.00009652346,0.00008060108,0.005371248,0.9651924,0.02903721],"study_design_scores_gemma":[0.000005072062,0.00001398103,0.0002780358,0.0001279704,0.000002959208,0.00004898507,0.00004366618,0.0001028382,0.0001415078,0.00899428,0.9902328,0.000007858829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00142885,0.01444769,0.04611417,0.0528771,0.3875925,0.001000594,0.02244193,0.003643438,0.4704537],"genre_scores_gemma":[0.008852292,0.007270119,0.01183485,0.01070875,0.06061808,0.0006376799,0.01437803,0.002671664,0.8830286],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.393511,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197163998339197,"score_gpt":0.3353028415062566,"score_spread":0.3155864416723368,"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."}}