{"id":"W6987140155","doi":"","title":"Single Audit Report for the State University of Iowa for the year ended June 30, 2022","year":2023,"lang":"en","type":"other","venue":"Iowa Publications Online (State Library of Iowa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of California, Los Angeles; School of Medicine, New York University; York University; Southwest Research Institute; Johns Hopkins University; Nationwide Children's Hospital; Smithsonian Astrophysical Observatory; Leidos; Massachusetts Eye and Ear; Advanced Research Projects Agency; U.S. Department of Transportation; University of Missouri; Northwestern University; Ohio State University; Case Western Reserve University; University of Rochester; Cleveland Clinic; Smithsonian Institution; Desert Research Institute; California Institute of Technology; University of Colorado Boulder; National Aeronautics and Space Administration; Children's Hospital of Philadelphia","keywords":"Audit; State (computer science); Chief audit executive; Financial Audit; State government","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007922171,0.0006279952,0.0009066883,0.001066748,0.0004029372,0.0001385219,0.002865083,0.0003141851,0.002318805],"category_scores_gemma":[0.0007939471,0.0005030233,0.0007035069,0.00240957,0.0008959128,0.000864115,0.0006710588,0.0005036099,0.0002582037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189242,"about_ca_system_score_gemma":0.001439854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004096487,"about_ca_topic_score_gemma":0.001510527,"domain_scores_codex":[0.996098,0.0001828885,0.001144989,0.00103463,0.0007825423,0.0007569736],"domain_scores_gemma":[0.9911735,0.00198758,0.002940419,0.003144356,0.0005428109,0.0002113082],"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":[0.000175678,0.0006351424,0.0001357028,0.0002264092,0.001130962,0.000006977485,0.0002781427,0.0002087617,0.000341308,0.001921638,0.9919684,0.002970904],"study_design_scores_gemma":[0.00133352,0.0001324838,0.001141879,0.0001439832,0.0004366766,0.00001024474,0.0007862142,0.001192579,0.0003696162,0.002490568,0.991464,0.0004981895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001270298,0.0078336,0.03182198,0.1942596,0.005773024,0.03288025,0.5342389,0.01212609,0.1797962],"genre_scores_gemma":[0.0001673128,0.001579685,0.01432104,0.0001409586,0.0005114612,0.0001732645,0.01367685,0.002314152,0.9671153],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7873191,"threshold_uncertainty_score":0.9997422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073767275033683,"score_gpt":0.2603953851905999,"score_spread":0.2296577124402631,"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."}}