{"id":"W2117281152","doi":"10.1111/j.1911-3838.2011.00018.x","title":"Diffusion of Management Accounting Practices in Gulf Cooperation Council Countries*","year":2011,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convergence (economics); Accounting; Management accounting; Business; Cost accounting; Politics; Power (physics); Economics; Political science; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002023058,0.0004130787,0.0004397826,0.0007291545,0.0003600574,0.0004158781,0.0006608568,0.0001404158,0.00087131],"category_scores_gemma":[0.001089623,0.000412642,0.0001015746,0.001619959,0.0001757219,0.003941029,0.0005384338,0.0002696723,0.0003181295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003861533,"about_ca_system_score_gemma":0.0001015975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003463177,"about_ca_topic_score_gemma":0.0006478055,"domain_scores_codex":[0.9966434,0.00002719261,0.000826365,0.000790282,0.001148723,0.0005640355],"domain_scores_gemma":[0.9961166,0.0001049544,0.001654267,0.0004965013,0.001612022,0.0000156816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003360921,0.001152197,0.6560434,0.001059113,0.0002134506,0.00005559056,0.009950157,0.0002531172,0.0006751881,0.3255112,0.002866243,0.001884227],"study_design_scores_gemma":[0.004314566,0.00007022568,0.8251956,0.0009975217,0.0005375636,0.00001298255,0.07769419,0.007091681,0.0004284232,0.01143993,0.07011355,0.002103772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8442343,0.0004626149,0.0009973055,0.0004271999,0.0005376906,0.0006997329,0.000003446964,0.0002771761,0.1523606],"genre_scores_gemma":[0.9962246,0.0001652321,0.001455345,0.0008419498,0.0007507019,0.00004711497,0.00001974516,0.0000789471,0.0004163123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3140713,"threshold_uncertainty_score":0.9998326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955314213860983,"score_gpt":0.235902535514556,"score_spread":0.1963493933759462,"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."}}