{"id":"W3184230022","doi":"10.2139/ssrn.3882450","title":"A Scoping Review on Data Governance","year":2021,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Corporate governance; Political science; Data science; Business; Computer science; Finance","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":[0.05663367,0.002369112,0.006188058,0.04815392,0.002108953,0.009044958,0.002467653,0.005867366,0.008692841],"category_scores_gemma":[0.1899099,0.001891552,0.004850056,0.03743327,0.004165239,0.00772761,0.006321756,0.004051474,0.002152335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01212221,"about_ca_system_score_gemma":0.06756889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372825,"about_ca_topic_score_gemma":0.03805088,"domain_scores_codex":[0.9573504,0.01617181,0.01461573,0.001919899,0.008723726,0.001218364],"domain_scores_gemma":[0.8216229,0.1139533,0.0222674,0.005394951,0.03427531,0.00248614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002275736,0.00007910014,0.0006725134,0.4730688,0.001847751,0.0001880271,0.0006242451,0.0002120692,0.000363828,0.006308657,0.07823786,0.4381696],"study_design_scores_gemma":[0.00007336243,0.0000679632,0.001030512,0.7826383,0.003286837,0.0001493585,0.0002878196,0.00003939636,0.0001312853,0.002720991,0.2095466,0.00002755053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001194642,0.9926554,0.0003018831,0.003903785,0.001093066,0.0002925929,0.0002664056,0.00001301162,0.001354341],"genre_scores_gemma":[0.001581462,0.9931191,0.001141346,0.002524953,0.000435397,0.0005624425,0.0002648173,0.0000106733,0.0003597274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05663367,"threshold_uncertainty_score":0.299511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4140001928615419,"score_gpt":0.539057422538472,"score_spread":0.1250572296769301,"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."}}