{"id":"W3125074818","doi":"","title":"Is Practitioners' Views on Core Concepts of Information Integrity","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"COBIT; Process management; Information quality; Knowledge management; Information system; Data integrity; Guideline; Computer science; Business; Control (management); Engineering; Computer security; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009873235,0.00009330666,0.0001850583,0.0002404813,0.0001378359,0.0001422911,0.0005813147,0.0000539127,0.0005779843],"category_scores_gemma":[0.001220146,0.00006596288,0.0001159787,0.0003236073,0.00006164506,0.001927395,0.00006406938,0.001119336,0.0009945852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003749169,"about_ca_system_score_gemma":0.0006475839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003575281,"about_ca_topic_score_gemma":0.0004460539,"domain_scores_codex":[0.997178,0.0001680131,0.0007585335,0.0001289343,0.00110966,0.0006568341],"domain_scores_gemma":[0.9984062,0.0002399988,0.0007007981,0.0003197292,0.0002730265,0.00006023053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007465201,0.00008382956,0.0001494611,0.000002717828,0.00003985381,2.267512e-7,0.001175128,0.00006517117,0.00002147468,0.5968595,0.0426765,0.3588516],"study_design_scores_gemma":[0.0004966457,0.0003051113,0.0005162561,0.00001709754,0.00001339687,0.00003330411,0.009364191,0.0002629684,0.0002331641,0.3298386,0.6588264,0.00009290326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4107121,0.001563768,0.3815096,0.0737148,0.001670303,0.001091277,0.0002050816,0.00009464603,0.1294384],"genre_scores_gemma":[0.9925144,0.001104864,0.0005148179,0.003105999,0.000152013,0.000002836562,0.00001435637,0.00000349881,0.002587224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6161498,"threshold_uncertainty_score":0.9997833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427847610628718,"score_gpt":0.4448175336030151,"score_spread":0.3020327725401433,"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."}}