{"id":"W3128430109","doi":"10.1145/3436817","title":"Information Integrity","year":2021,"lang":"en","type":"review","venue":"ACM Computing Surveys","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science; Data integrity; Standardization; Terminology; Computer security; Information flow; Trustworthiness; Promotion (chess); Risk analysis (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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005506103,0.0004587397,0.001351398,0.0003208532,0.0003512581,0.001021581,0.004239992,0.0004168544,0.00001687676],"category_scores_gemma":[0.002404176,0.0004434227,0.000499481,0.001608853,0.00004417979,0.0008025414,0.00271413,0.001230179,0.0004455366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811701,"about_ca_system_score_gemma":0.0007399134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006756785,"about_ca_topic_score_gemma":0.000002351623,"domain_scores_codex":[0.9946238,0.002729377,0.001199561,0.0005264977,0.0004580863,0.0004626322],"domain_scores_gemma":[0.9937437,0.002430606,0.0008551582,0.002454539,0.0003905391,0.0001254849],"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":[3.677605e-8,0.00001986212,0.000006893825,0.001637705,0.00004442317,0.000003804009,0.0002967954,0.000006686306,4.325241e-9,0.0111736,0.001398991,0.9854112],"study_design_scores_gemma":[0.00006772557,0.00001246427,0.00003938706,0.004795439,0.00003526656,0.00008953377,0.00001671914,0.004327178,5.044724e-7,0.0003037457,0.9898226,0.0004894916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.827178e-7,0.5500168,0.4475371,0.00004510893,0.001468324,0.000168676,0.000005142089,0.0003346042,0.0004233324],"genre_scores_gemma":[0.00004714053,0.9414036,0.05771999,0.0001530133,0.0003297168,0.00000914754,0.0002879278,0.00002098646,0.0000284303],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884235,"threshold_uncertainty_score":0.9998018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181871269327649,"score_gpt":0.3682330644045224,"score_spread":0.2500459374717575,"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."}}