{"id":"W3115807593","doi":"10.5430/ijfr.v12n1p129","title":"Management Accounting Research Approaches: A Critical Review","year":2020,"lang":"en","type":"review","venue":"International Journal of Financial Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Accounting research; Management accounting; Field (mathematics); Management science; Accounting; Sociology; Epistemology; Engineering ethics; Political science; Business; Economics; Engineering; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02315426,0.001224021,0.001882905,0.02928188,0.002589666,0.007131224,0.002301733,0.003124575,0.003230032],"category_scores_gemma":[0.05189802,0.001153087,0.001301431,0.02158225,0.003595886,0.008426194,0.002874495,0.004376953,0.001392424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00918581,"about_ca_system_score_gemma":0.02044356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006235181,"about_ca_topic_score_gemma":0.009997695,"domain_scores_codex":[0.985929,0.005446751,0.002592918,0.00084633,0.004810916,0.0003740973],"domain_scores_gemma":[0.9299225,0.04093573,0.003499856,0.001289377,0.02361983,0.0007327427],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009610799,0.0001156521,0.0007915795,0.09281147,0.0002209598,0.0006596533,0.004544601,0.0006123876,0.0008907354,0.04487225,0.1332468,0.7211378],"study_design_scores_gemma":[0.00001113448,0.00005544582,0.001468438,0.1153485,0.0001673039,0.0005482712,0.002455954,0.0001593144,0.0002528001,0.01057431,0.8689055,0.00005311066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000187766,0.9905328,0.0009968188,0.004950139,0.001643823,0.0001294592,0.00005328282,0.0000127885,0.001493189],"genre_scores_gemma":[0.002883303,0.9917568,0.002271208,0.001496409,0.0008458059,0.0002114648,0.00007461481,0.00000865294,0.0004517616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9768457,"threshold_uncertainty_score":0.1224529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3290120272549333,"score_gpt":0.4642094304296629,"score_spread":0.1351974031747296,"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."}}