{"id":"W7027013956","doi":"","title":"CEM Pension Administration Benchmarking Analysis; Iowa Public Employees’ Retirement System, March 26, 2018","year":2018,"lang":"en","type":"other","venue":"Iowa Publications Online (State Library of Iowa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Pension; Administration (probate law); Commission; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001197498,0.001638366,0.002291123,0.01005093,0.000512969,0.001140202,0.00338045,0.001093549,0.01427965],"category_scores_gemma":[0.0003006388,0.001714893,0.001056134,0.01120955,0.0009824653,0.002931462,0.001158026,0.0009270115,0.003348418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005195083,"about_ca_system_score_gemma":0.00254049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419998,"about_ca_topic_score_gemma":0.001747819,"domain_scores_codex":[0.9884872,0.001176149,0.003342578,0.002735737,0.002623371,0.001634998],"domain_scores_gemma":[0.9876552,0.000287634,0.004671497,0.005338812,0.001012216,0.001034595],"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":[0.0001165809,0.001808605,0.0111234,0.0008417318,0.00272781,0.0000160017,0.00009400881,0.00002068318,0.0002714501,0.004939693,0.9767824,0.001257573],"study_design_scores_gemma":[0.001094002,0.0006716034,0.01805282,0.001061899,0.001719063,0.00002607487,0.0002856684,0.003816727,0.00032212,0.0001932198,0.9709651,0.001791738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01871505,0.002788762,0.004624926,0.02624308,0.003132703,0.01058177,0.0404349,0.01797305,0.8755057],"genre_scores_gemma":[0.07646681,0.0009148879,0.06916377,0.0003590123,0.003939379,0.0007224944,0.1310818,0.006058703,0.7112931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1642126,"threshold_uncertainty_score":0.9998967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246125943366294,"score_gpt":0.2979213035472902,"score_spread":0.2554600441136273,"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."}}