{"id":"W4410303007","doi":"10.17721/tppe.2025.50.8","title":"DIGITAL BUSINESS TRANSFORMATION MANAGEMENT IN THE CONTEXT OF ARTIFICIAL INTELLIGENCE IMPLEMENTATION","year":2025,"lang":"en","type":"article","venue":"THEORETICAL AND APPLIED ISSUES OF ECONOMICS","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital transformation; Transformation (genetics); Context (archaeology); Business management; Business intelligence; Computer science; Process management; Knowledge management; Business; Business administration; World Wide Web; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007373769,0.0001960587,0.0002521947,0.00209763,0.006905473,0.0185618,0.001436225,0.002162708,0.00400457],"category_scores_gemma":[0.01062187,0.0002012201,0.0003168925,0.00371726,0.007634341,0.009187181,0.009754257,0.003107801,0.0004658199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01944422,"about_ca_system_score_gemma":0.01746004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008169335,"about_ca_topic_score_gemma":0.007680587,"domain_scores_codex":[0.9905362,0.004583139,0.0003936747,0.0006325193,0.00144197,0.002412534],"domain_scores_gemma":[0.9908744,0.003815536,0.001662969,0.0005370336,0.001193758,0.001916425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009624501,0.0006005947,0.0376242,0.0003182591,0.0000429237,0.003998018,0.08243999,0.002759041,0.0006909462,0.7603197,0.006462389,0.1046477],"study_design_scores_gemma":[0.00003358147,0.0002350091,0.04568762,0.000656339,0.00004273407,0.001165749,0.5050787,0.009543577,0.002626184,0.138273,0.2965879,0.00006965161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6907692,0.001626497,0.007379276,0.03225997,0.0001484687,0.000178928,0.00006228871,0.00007944852,0.267496],"genre_scores_gemma":[0.9949234,0.0003330397,0.0007345422,0.0003682517,0.00002031643,0.00002342793,0.0000201745,0.000007241358,0.00356969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01944422,"threshold_uncertainty_score":0.1410784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246122481301445,"score_gpt":0.2364855200702823,"score_spread":0.2240242952572678,"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."}}