{"id":"W4307835681","doi":"10.1108/aaaj-08-2021-5423","title":"Framing the use of performance management in universities: the paradox of business disciplines","year":2022,"lang":"en","type":"article","venue":"Accounting Auditing & Accountability Journal","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Università Bocconi; Durham University; Queen's University Belfast","keywords":"Framing (construction); Rhetorical question; Originality; Public relations; Strategic management; Rhetoric; Sociology; Political science; Business; Marketing; Engineering; Qualitative research; Social science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002745839,0.0002346049,0.0003266623,0.0003765429,0.001996242,0.0003477524,0.001025853,0.00002975707,0.0004015357],"category_scores_gemma":[0.0002574297,0.0001613368,0.0001188454,0.002280598,0.0002822804,0.001960821,0.001735833,0.0004915698,0.000005650139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860965,"about_ca_system_score_gemma":0.00006041617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006256205,"about_ca_topic_score_gemma":0.0001859376,"domain_scores_codex":[0.9974163,0.00006696083,0.0008586999,0.000273509,0.0009899292,0.0003946238],"domain_scores_gemma":[0.997236,0.0004660971,0.001349362,0.0003880165,0.0005533964,0.00000710677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001417375,0.0002578355,0.8901722,0.0008255542,0.0002114445,0.00001105489,0.00146188,0.08824763,0.00005177761,0.008675521,0.003391633,0.006551777],"study_design_scores_gemma":[0.0006587012,0.00001188591,0.8851306,0.0001790549,0.000186545,0.00001372906,0.03230361,0.01094479,0.00001065639,0.001594008,0.06866412,0.0003022396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946539,0.0001807501,0.0005053225,0.002135441,0.0005892952,0.0003747815,0.000006610184,0.00003243969,0.001521424],"genre_scores_gemma":[0.9983817,0.00007020515,0.000251651,0.0005603853,0.0005222048,0.00001942259,0.00001108404,0.00002688953,0.0001564298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07730284,"threshold_uncertainty_score":0.999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749538129996876,"score_gpt":0.2272611615736881,"score_spread":0.1997657802737194,"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."}}