{"id":"W1850726568","doi":"10.18438/b8t02z","title":"Building Scorecards in Academic Research Libraries: Performance Measurement and Organizational Issues","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Balanced scorecard; Implementation; Mission statement; Face (sociological concept); Library science; Computer science; Medical education; Public relations; Business; Process management; Political science; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1346414,0.0006896007,0.0006432033,0.00474729,0.008392008,0.02734035,0.003483726,0.001472583,0.004230792],"category_scores_gemma":[0.1317367,0.0007222735,0.0004170917,0.01410262,0.008378555,0.01100934,0.01056879,0.002708946,0.001453803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01887509,"about_ca_system_score_gemma":0.02415216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009571357,"about_ca_topic_score_gemma":0.009976319,"domain_scores_codex":[0.7510123,0.2044249,0.008920574,0.003382415,0.02609597,0.006163957],"domain_scores_gemma":[0.8455142,0.08309279,0.0191652,0.009490078,0.03547487,0.007262904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005262734,0.001655845,0.06409969,0.001133884,0.00009191436,0.000365852,0.1191165,0.002398729,0.001655447,0.05313811,0.01694024,0.7388776],"study_design_scores_gemma":[0.0003120704,0.003623593,0.1383669,0.001837915,0.0001136302,0.0008084339,0.4156232,0.008824596,0.01352715,0.04289199,0.3734558,0.0006146854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8121949,0.005699537,0.0407257,0.04384932,0.0004947552,0.0009668402,0.0001901348,0.00078181,0.09509697],"genre_scores_gemma":[0.9628998,0.001002289,0.02666986,0.001364642,0.0002787396,0.0003515112,0.0001178395,0.00009892732,0.007216436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1346414,"threshold_uncertainty_score":0.7120605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04274234891599038,"score_gpt":0.2814441794300965,"score_spread":0.2387018305141062,"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."}}