{"id":"W4393285531","doi":"10.1007/978-3-031-54671-6_29","title":"Employment of Change Management Models in the Digital Transformation Process","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Canada West","funders":"","keywords":"Digital transformation; Process management; Process (computing); Transformation (genetics); Business; Computer science; World Wide Web; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001446131,0.0002496135,0.0002842758,0.0001881624,0.00001265585,0.0001657628,0.0001400026,0.0003162738,0.000002617],"category_scores_gemma":[5.641647e-7,0.0001842035,0.00005140552,0.00009914821,0.00002541034,0.000285215,0.000009214788,0.0004343867,0.000002037989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005571813,"about_ca_system_score_gemma":0.000003354656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005509258,"about_ca_topic_score_gemma":0.00002244443,"domain_scores_codex":[0.9989297,0.000005118793,0.0005113122,0.0001400595,0.0002400289,0.0001737985],"domain_scores_gemma":[0.9997259,0.00005254243,0.00004326597,0.0001429964,0.00001378054,0.0000215004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004532062,0.000005264177,0.000006795231,0.002218252,0.00004742414,0.000009699899,0.002728693,0.926592,3.156185e-8,0.04035543,0.00002395064,0.02800792],"study_design_scores_gemma":[0.0003153039,0.0000459516,0.00001214722,0.005989544,0.00004874462,0.00003054142,0.0002621716,0.9495768,0.000001878429,0.03215808,0.01111254,0.0004463058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004047937,0.0134753,0.07518667,0.00008859266,0.0008491602,0.002147351,0.0001110263,0.0001194531,0.9076176],"genre_scores_gemma":[0.9983034,0.0007458171,0.000002859206,0.00001933873,0.0001578972,0.000165051,0.00007735045,0.00004307114,0.0004852664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9978986,"threshold_uncertainty_score":0.7511603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702699996717194,"score_gpt":0.2294501979391867,"score_spread":0.1924231979720148,"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."}}