{"id":"W6989741495","doi":"","title":"CEM Investment Benchmarking Report DBs, Iowa Public Employees’ Retirement System, September 26, 2024","year":2024,"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; Investment (military); Quarter (Canadian coin); Public investment","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":[0.001240834,0.002197747,0.002377313,0.005713641,0.0002981458,0.001665917,0.003232884,0.001145039,0.01351789],"category_scores_gemma":[0.00021728,0.002211176,0.001085396,0.0060586,0.0009870222,0.002812957,0.002154522,0.001902237,0.01024656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000905196,"about_ca_system_score_gemma":0.002706011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005606783,"about_ca_topic_score_gemma":0.0007095036,"domain_scores_codex":[0.9863299,0.0007437046,0.004476509,0.003584472,0.002884696,0.00198074],"domain_scores_gemma":[0.987291,0.0001936233,0.004069452,0.006464307,0.0005838614,0.001397729],"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":[0.00002311001,0.001362558,0.001089497,0.003004489,0.001889409,0.0003151515,0.0001680589,0.0000180244,0.00008521906,0.05479123,0.93679,0.0004632205],"study_design_scores_gemma":[0.0007363098,0.0001971415,0.0004144582,0.003679017,0.0006185063,0.0002948417,0.0003253957,0.0004499897,0.000157154,0.001868396,0.9893473,0.001911534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004152092,0.007953204,0.0001113953,0.009509423,0.003461788,0.004216006,0.01566566,0.01093973,0.9477276],"genre_scores_gemma":[0.001470739,0.0004435666,0.02525806,0.001043716,0.002471793,0.001202844,0.03145561,0.008084245,0.9285694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05292284,"threshold_uncertainty_score":0.9993705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570321393512853,"score_gpt":0.2878299103586672,"score_spread":0.2521266964235387,"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."}}