{"id":"W4394885903","doi":"10.5267/j.uscm.2024.2.006","title":"The Impact of Information and Communication Technology on Commercial Banks’ Performance: Evidence from MENA","year":2024,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Economic Growth and Development","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Business; Panel data; Profit (economics); Industrial organization; Investment (military); Marketing; Creativity; Information technology; Perception; Economics; Econometrics; Computer science; Microeconomics","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":[],"consensus_categories":[],"category_scores_codex":[0.004548864,0.0003206077,0.0004390129,0.001626685,0.0007965785,0.002322293,0.0005502981,0.00096934,0.00327002],"category_scores_gemma":[0.01522632,0.0002984568,0.0004944359,0.003281537,0.001662828,0.001367093,0.001450185,0.0008874168,0.00119214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009659087,"about_ca_system_score_gemma":0.001109154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126893,"about_ca_topic_score_gemma":0.01444723,"domain_scores_codex":[0.996672,0.00166077,0.0002696393,0.0003676179,0.0006416505,0.0003883029],"domain_scores_gemma":[0.9633775,0.01704222,0.01339979,0.001557552,0.002640092,0.001982662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000500749,0.0005363197,0.9835911,0.0001158444,0.0002142333,0.0002284742,0.001823897,0.0002748769,0.0001205908,0.0005156991,0.001127327,0.01095098],"study_design_scores_gemma":[0.0000161589,0.000227798,0.9958785,0.00006216844,0.00007832072,0.00007434766,0.00205836,0.0002964268,0.0001623461,0.00009478046,0.001042405,0.000008478942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957569,0.0006337738,0.00003998412,0.00056917,0.000007535073,0.0000097779,0.000283021,0.000004562602,0.002695334],"genre_scores_gemma":[0.9985046,0.0005349444,0.00004102624,0.0001045606,0.00001944726,0.00001046386,0.0002622053,0.000002004021,0.0005208334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126893,"threshold_uncertainty_score":0.02405697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272546248681793,"score_gpt":0.2498681364205435,"score_spread":0.2371426739337256,"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."}}