{"id":"W315172803","doi":"","title":"Changing Role of Senior Administrators","year":2012,"lang":"en","type":"book","venue":"ScholarWorks - GVSU (Grand Valley State University)","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University at Albany; University of Illinois at Urbana-Champaign; Temple University; Kent State University; McMaster University; University of Notre Dame; York University; Northwestern University; University of Rochester; University of Louisville; Johns Hopkins University; University of North Carolina at Chapel Hill; Colorado State University; University of Connecticut; Washington University in St. Louis; Washington State University; Oklahoma State University; Syracuse University; Ohio State University; Georgia Institute of Technology; Smithsonian Institution; Purdue University; Brigham Young University; Eli Lilly and Company; State University of New York; University of Nebraska-Lincoln; North Carolina State University; Dartmouth College","keywords":"Psychology","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001997889,0.0005339278,0.0009591455,0.001307802,0.001298802,0.00002317927,0.0006660174,0.001076262,0.001012221],"category_scores_gemma":[0.00006360129,0.0005839598,0.000359023,0.0006045953,0.000156828,0.0004796356,0.0005751019,0.002946178,0.0003448728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007255136,"about_ca_system_score_gemma":0.001841362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001960368,"about_ca_topic_score_gemma":0.0005136633,"domain_scores_codex":[0.995369,0.001198531,0.0008325307,0.0006158405,0.0006103606,0.001373793],"domain_scores_gemma":[0.9967449,0.0004631949,0.0009352876,0.0007823474,0.0004066232,0.0006676643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005931793,0.001756207,0.01251828,0.0326166,0.007105019,0.001238873,0.1578598,0.00007603215,0.0002071536,0.3558025,0.2649531,0.1599347],"study_design_scores_gemma":[0.001318963,0.0001094514,0.0001891034,0.001491034,0.0003234117,8.524522e-7,0.01402036,0.000004967857,0.00001399033,0.001209571,0.9807894,0.0005288918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006898797,0.001800917,0.0007508279,0.0007300041,0.001971154,0.002759875,0.0006675005,0.0003542538,0.9840667],"genre_scores_gemma":[0.01434956,0.001786634,0.0002614042,0.0006004795,0.0005254669,0.000007390243,0.0003476319,0.000110865,0.9820105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7158363,"threshold_uncertainty_score":0.999901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05235887551991606,"score_gpt":0.3448864320601881,"score_spread":0.292527556540272,"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."}}