{"id":"W7083430016","doi":"10.22034/aimj.2025.502181.1626","title":"The Impacts of Artificial Intelligence on the Auditing Profession: The Mediating Role of Job Displacement","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Image Processing Techniques and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Structural equation modeling; Population; Work (physics); Snowball sampling; Quarter (Canadian coin); Displacement (psychology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000834604,0.00006336426,0.00005114223,0.00003768715,0.001112028,0.0002660484,0.0005561022,0.00001990025,0.0003078484],"category_scores_gemma":[0.0003428534,0.00003417367,0.00002708967,0.0003623477,0.0001243181,0.00005722988,0.0002618959,0.0002186247,0.0001650498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003696579,"about_ca_system_score_gemma":0.000003195431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002787049,"about_ca_topic_score_gemma":2.110208e-7,"domain_scores_codex":[0.9992652,0.00008133943,0.0002073663,0.00009634087,0.0002059798,0.0001438063],"domain_scores_gemma":[0.9994064,0.0001413901,0.00005185106,0.0002495591,0.0001274139,0.00002339758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001601032,0.00003346425,0.000001274677,0.0001983819,0.0000432368,7.731778e-7,0.004579884,0.0007186583,0.07570519,0.1751209,0.02385525,0.719727],"study_design_scores_gemma":[0.00003750365,0.0001454807,0.0000903493,0.0004756645,0.00002668805,0.00001435462,0.006093435,0.1888635,0.2204173,0.01131016,0.5723487,0.00017697],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3052426,0.00603277,0.3620732,0.0475809,0.001032771,0.005883416,0.0007154088,0.00764809,0.2637909],"genre_scores_gemma":[0.9993473,0.0001097252,0.0001591817,0.00001610386,0.00007637083,2.905467e-7,0.00002536359,0.0002246428,0.00004097979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.71955,"threshold_uncertainty_score":0.8552929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665614749763629,"score_gpt":0.2755621385348099,"score_spread":0.2489059910371736,"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."}}