{"id":"W4407286470","doi":"10.5430/ijba.v16n1p36","title":"The Adoption Factors and Effects of Digital Technologies on Auditors' Performance in Sub-Saharan Africa","year":2025,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Economic Growth and Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Business; Marketing; Computer science; Accounting","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":[0.0001242665,0.00006166663,0.00008543488,0.0002158939,0.00003356935,0.0001477005,0.0003434605,0.00003400483,1.480717e-7],"category_scores_gemma":[0.0001969563,0.00004210163,0.00002001307,0.0001592749,0.00003958638,0.0005495824,0.00005086804,0.00007420853,6.036784e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006067651,"about_ca_system_score_gemma":0.0001515506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.887125e-7,"about_ca_topic_score_gemma":0.000002833632,"domain_scores_codex":[0.999393,0.00000876259,0.0003010698,0.00007530482,0.0001603787,0.00006144772],"domain_scores_gemma":[0.9992805,0.0001861344,0.0002337187,0.00006808404,0.0002205321,0.00001105882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006174959,0.0006097944,0.3864676,0.0002031212,0.0002274359,0.00007316974,0.0005864568,0.0006543447,0.003644208,0.06034265,0.001524142,0.5450496],"study_design_scores_gemma":[0.0005695514,0.0001882433,0.9545224,0.0003351379,0.000003722493,0.00001901705,0.00004899654,0.00113815,0.03655105,0.004480819,0.002061897,0.00008098088],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823098,0.0002136838,0.01343275,0.002298077,0.001345944,0.0000619677,8.822552e-7,0.00001050408,0.0003264537],"genre_scores_gemma":[0.9993101,0.0004141426,0.0002243907,0.000008248574,0.00002560858,0.000002390872,0.000001123291,0.000001274254,0.00001271414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5680549,"threshold_uncertainty_score":0.1716855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007752869084248957,"score_gpt":0.2185213232695449,"score_spread":0.210768454185296,"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."}}