{"id":"W2730162557","doi":"10.1108/aaaj-05-2017-2949","title":"Accounting, auditing and accountability research in Africa","year":2017,"lang":"en","type":"article","venue":"Accounting Auditing & Accountability Journal","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Accountability; Corporate governance; Audit; Originality; Accounting; Language change; Public sector; Value (mathematics); Political science; Positive accounting; Management accounting; Economics; Sociology; Accounting information system; Financial accounting; Social science; Management; Qualitative research","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":[0.006709759,0.0003906396,0.0005054474,0.006808509,0.003022698,0.008279397,0.0004087164,0.00116198,0.005461235],"category_scores_gemma":[0.01751309,0.0002870691,0.000212723,0.01855111,0.004267868,0.006328889,0.001920444,0.001637557,0.0004433108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00458367,"about_ca_system_score_gemma":0.01157764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009351078,"about_ca_topic_score_gemma":0.01011418,"domain_scores_codex":[0.9963371,0.002182775,0.000288611,0.0002597241,0.0005407397,0.0003910471],"domain_scores_gemma":[0.9753817,0.01786977,0.003311076,0.0006063543,0.002097987,0.0007332607],"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":[0.00006579617,0.0001035334,0.021515,0.007737402,0.00005644524,0.001428891,0.03180361,0.001375944,0.001052834,0.4945076,0.02261371,0.4177393],"study_design_scores_gemma":[0.00001059346,0.0001125898,0.03904846,0.02320448,0.00006441923,0.001634692,0.06012552,0.0007978349,0.001120545,0.08190382,0.7919216,0.00005546077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07141707,0.7404419,0.002932183,0.06075517,0.001975009,0.0001001079,0.000351689,0.0000369604,0.12199],"genre_scores_gemma":[0.5060478,0.4791445,0.003461303,0.00275526,0.00121621,0.00006938515,0.0001255446,0.00002709159,0.007152919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009351078,"threshold_uncertainty_score":0.03548497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07686031942382882,"score_gpt":0.3284401302595907,"score_spread":0.2515798108357619,"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."}}