{"id":"W4385971281","doi":"10.5267/j.uscm.2023.7.023","title":"The impact of operational risk on profitability: Evidence from banking sector in the MENA region","year":2023,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profitability index; Return on assets; Return on equity; Operational efficiency; Business; Panel data; Operational risk; Operating expense; Equity (law); Sample (material); Finance; Risk management; Econometrics; Economics; Actuarial science; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.001973273,0.0002193919,0.0002062153,0.0002302686,0.0005193528,0.000227691,0.0006114171,0.00003772963,0.00005271261],"category_scores_gemma":[0.0002559751,0.0001186828,0.000139722,0.001103829,0.0001109114,0.0003331554,0.0002648212,0.0001821304,0.00008395973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270804,"about_ca_system_score_gemma":0.00001808459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004465759,"about_ca_topic_score_gemma":0.0004977618,"domain_scores_codex":[0.9982341,0.0000946205,0.0003687741,0.0003794879,0.0005348551,0.0003881482],"domain_scores_gemma":[0.9984523,0.000719457,0.0002280279,0.0005185087,0.00007932387,0.000002372981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00045705,0.0002509186,0.6257755,0.0003075498,0.0004102606,0.0001153181,0.004683581,0.03352013,0.00006077267,0.1719627,0.09567137,0.06678484],"study_design_scores_gemma":[0.0005435005,0.00005890959,0.8973604,0.0005209974,0.00005727294,2.46795e-7,0.00219622,0.02157742,0.000009472835,0.07361124,0.003820599,0.0002437298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888228,0.0001880412,0.0001124614,0.005948944,0.0002288955,0.001118289,0.00000904277,0.00007220168,0.003499299],"genre_scores_gemma":[0.9980135,0.0004356064,0.00003664945,0.0004777207,0.0004270885,0.0002444504,0.00004268544,0.00001685914,0.0003054218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2715849,"threshold_uncertainty_score":0.6750921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106153329218909,"score_gpt":0.2686379354830569,"score_spread":0.2375764021908678,"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."}}