{"id":"W4236290949","doi":"10.4018/9781609602000.ch023","title":"Do You Know Where Your Data Is?","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Need to know; Computer science; Data science; Computer security","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":[0.003420457,0.0003851949,0.0005912999,0.002710958,0.001263111,0.006962958,0.0009774175,0.001900776,0.0402438],"category_scores_gemma":[0.0182059,0.0003406988,0.000467001,0.005689734,0.002169589,0.01131559,0.002226972,0.002333072,0.03507017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362797,"about_ca_system_score_gemma":0.001910331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621462,"about_ca_topic_score_gemma":0.004820593,"domain_scores_codex":[0.9971846,0.000928072,0.0002250072,0.0003942873,0.001126805,0.0001412377],"domain_scores_gemma":[0.9923819,0.004233584,0.0007225448,0.001158811,0.001086695,0.0004164704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007639035,0.00005781014,0.008920879,0.001087273,0.00004257773,0.000283156,0.003463876,0.0002813251,0.00116561,0.06282049,0.4198391,0.5019616],"study_design_scores_gemma":[0.000003289922,0.00001123758,0.002594425,0.0007324949,0.0000123054,0.0004305218,0.001780514,0.0003256435,0.0004927722,0.01898188,0.9746127,0.0000221541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01777417,0.06626353,0.04430187,0.215887,0.005030651,0.0003264072,0.02687337,0.002354668,0.6211883],"genre_scores_gemma":[0.2445171,0.1695345,0.08062321,0.0500916,0.006049778,0.0003716283,0.03803056,0.001987712,0.408794],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0402438,"threshold_uncertainty_score":0.134629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.280925194519726,"score_gpt":0.4010084444004225,"score_spread":0.1200832498806965,"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."}}