{"id":"W4385422579","doi":"10.1142/s0219649223500375","title":"Towards a Simplified View of Data Management Maturity Models","year":2023,"lang":"en","type":"article","venue":"Journal of Information & Knowledge Management","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Maturity (psychological); Capability Maturity Model; Service Integration Maturity Model; Computer science; Process (computing); Confusion; Process management; Knowledge management; Sustainability; Data science; Business; Psychology","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":[0.03332078,0.001514062,0.001068783,0.01314194,0.002511999,0.01879011,0.003837312,0.00331661,0.001354294],"category_scores_gemma":[0.03435159,0.001106341,0.001645749,0.007966256,0.005784602,0.02585406,0.006777001,0.01061977,0.0007569531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009567005,"about_ca_system_score_gemma":0.01039848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006185666,"about_ca_topic_score_gemma":0.005036274,"domain_scores_codex":[0.9812122,0.01029374,0.002040276,0.001173159,0.004559278,0.0007213667],"domain_scores_gemma":[0.9638689,0.01611296,0.003447219,0.003543743,0.01141244,0.001614817],"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":[0.00001339339,0.000063834,0.0007858023,0.0002721316,0.00002921371,0.00008995832,0.003238325,0.003194358,0.0005316049,0.9605815,0.002294286,0.02890565],"study_design_scores_gemma":[0.00001889436,0.00007012226,0.00115853,0.001260066,0.0000731481,0.0002455796,0.004483114,0.02501259,0.0009231776,0.860885,0.1057872,0.0000827346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01838023,0.008005358,0.8891973,0.03741987,0.0004459085,0.0004721992,0.0004191017,0.0005937879,0.04506625],"genre_scores_gemma":[0.2116136,0.006185688,0.7744339,0.001887628,0.0003515131,0.0007156575,0.0008870548,0.0001625567,0.003762347],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03332078,"threshold_uncertainty_score":0.1762193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.138000918371935,"score_gpt":0.334003450739469,"score_spread":0.1960025323675341,"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."}}