{"id":"W4385953770","doi":"10.1080/21681015.2023.2242340","title":"Systematic comparison of digital maturity assessment models","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial and Production Engineering","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; École de Technologie Supérieure","funders":"","keywords":"Maturity (psychological); Computer science; Capability Maturity Model; Variety (cybernetics); Context (archaeology); Performance indicator; Impossibility; Data science; Process management; Artificial intelligence; Engineering; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03645613,0.00103237,0.0008808236,0.01648583,0.0007286102,0.005162017,0.001780952,0.001309697,0.002232611],"category_scores_gemma":[0.1348315,0.000463765,0.001714558,0.01122429,0.0007575729,0.007274996,0.003107613,0.001473871,0.0006386035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004931277,"about_ca_system_score_gemma":0.003697187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002952179,"about_ca_topic_score_gemma":0.002747764,"domain_scores_codex":[0.972773,0.01070451,0.003690789,0.001824787,0.01039859,0.0006083844],"domain_scores_gemma":[0.8891388,0.06407072,0.008403869,0.01180344,0.02557648,0.001006664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009231925,0.0008082456,0.1165526,0.003369711,0.001333776,0.0002914761,0.003823535,0.1003022,0.004933176,0.1384158,0.009501176,0.6197452],"study_design_scores_gemma":[0.0002614158,0.001991885,0.1413778,0.004308273,0.001193728,0.0005695759,0.008405772,0.6213813,0.01383135,0.142518,0.06372621,0.0004348089],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5361055,0.0074955,0.3859225,0.002603273,0.0003166525,0.002057539,0.008275769,0.002834992,0.05438827],"genre_scores_gemma":[0.8160399,0.00227988,0.1720553,0.0001593091,0.00003356727,0.001191763,0.007080001,0.0001986862,0.0009616349],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03645613,"threshold_uncertainty_score":0.1928007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05688466580820394,"score_gpt":0.2640954429106575,"score_spread":0.2072107771024535,"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."}}