{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002720329,0.0006025353,0.0004380105,0.004543148,0.0006327149,0.002368537,0.0009514173,0.0006475729,0.031059],"category_scores_gemma":[0.01217259,0.0003747279,0.0002996007,0.008007978,0.0001364999,0.001240771,0.001201375,0.0009596371,0.01482172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003649428,"about_ca_system_score_gemma":0.005396286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1930474,"about_ca_topic_score_gemma":0.2528354,"domain_scores_codex":[0.9978398,0.0002700019,0.000174585,0.0002026597,0.001241107,0.0002717183],"domain_scores_gemma":[0.9900624,0.0005818178,0.00073011,0.0004875856,0.007678329,0.0004597414],"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":[0.00008771061,0.00007256446,0.01159221,0.0001141641,0.00002264422,0.0000176365,0.00006123193,0.0008676576,0.00005292425,0.001221721,0.9601422,0.02574733],"study_design_scores_gemma":[0.0001128061,0.0001109472,0.2886084,0.0005625078,0.0000760154,0.00005013193,0.001306423,0.004135008,0.001317146,0.001305788,0.7023508,0.00006404594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02649267,0.001087005,0.002658335,0.002705962,0.000498635,0.0003582878,0.8396343,0.001067989,0.1254969],"genre_scores_gemma":[0.1162599,0.001488841,0.004544853,0.0006695305,0.0002357259,0.0009308977,0.6945633,0.0007347991,0.1805721],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1930474,"threshold_uncertainty_score":0.3838474,"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."}}