{"id":"W1531594622","doi":"10.1093/oxfordhb/9780199235049.013.0005","title":"Cuckoo in the Nest? the Rise of Management Consulting in Large Accounting Firms","year":2012,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Accounting; Cuckoo; Management accounting; Business; Project accounting; Cost accounting; Accounting information system; Fund accounting; Financial accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001143933,0.0001769301,0.0002771621,0.001327207,0.004230219,0.008733446,0.000458057,0.002840592,0.01464255],"category_scores_gemma":[0.004724302,0.0002932685,0.0001580248,0.003168419,0.006536453,0.01011321,0.001829675,0.003512495,0.002372904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005099591,"about_ca_system_score_gemma":0.002906583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01982949,"about_ca_topic_score_gemma":0.03925769,"domain_scores_codex":[0.9988521,0.0003927842,0.00001931439,0.0001358772,0.0003803493,0.0002196088],"domain_scores_gemma":[0.9970138,0.001875239,0.0001619464,0.000167085,0.0003445585,0.0004373278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007364045,0.00003302551,0.002221767,0.0001339894,0.000009002688,0.001016826,0.02541773,0.0002731853,0.0003806064,0.5301969,0.2317955,0.2084478],"study_design_scores_gemma":[0.00000965147,0.00002134743,0.00418779,0.0003873233,0.000004010746,0.0008976466,0.009875597,0.0005504804,0.0001724228,0.06699561,0.9168692,0.00002877486],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04653839,0.1049539,0.00150874,0.1053766,0.001926212,0.00001414495,0.00007637368,0.0001629268,0.7394426],"genre_scores_gemma":[0.6528857,0.03815907,0.001385002,0.02200878,0.002293672,0.00002665735,0.00008639773,0.0003732694,0.2827815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01982949,"threshold_uncertainty_score":0.04898417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127464314533971,"score_gpt":0.1865934287257139,"score_spread":0.1738469972723168,"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."}}