{"id":"W7027941577","doi":"","title":"Data Security Strategies for Preventing Breaches Due to Insider Threats","year":2023,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"German legal, social, and political studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data breach; Insider; Data security; Information security; Insider threat; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009320105,0.0001466649,0.0002332187,0.0001824906,0.001977982,0.0003624506,0.0008972768,0.0001769121,0.00005769912],"category_scores_gemma":[0.0003926033,0.0001670472,0.00009731843,0.001107325,0.0002388308,0.001327826,0.000634744,0.000276111,0.0001462302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133151,"about_ca_system_score_gemma":0.0002919913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764482,"about_ca_topic_score_gemma":0.01627361,"domain_scores_codex":[0.9982162,0.0002297556,0.0001346056,0.0004377276,0.0003088651,0.0006729077],"domain_scores_gemma":[0.9987608,0.0004220485,0.0000557256,0.0003567742,0.0001581926,0.0002465165],"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":[0.00006506498,0.0001136818,0.006461212,0.00009892636,0.0002771713,0.0001438152,0.06859083,0.00003900917,0.00002883225,0.8599186,0.05745177,0.006811113],"study_design_scores_gemma":[0.0004683178,0.0000418115,0.008396553,0.00008354934,0.0001254119,8.898655e-7,0.1729311,0.00003901822,0.00001446752,0.1048676,0.7125791,0.000452174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7186725,0.0004055745,0.00123612,0.02036467,0.001204133,0.001576469,0.0006328684,0.001064964,0.2548428],"genre_scores_gemma":[0.9840847,0.00011345,0.0003402726,0.0002246355,0.0006231621,0.000003686398,0.00007341639,0.00001692076,0.01451977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.755051,"threshold_uncertainty_score":0.9993213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173168443051978,"score_gpt":0.3586329138108642,"score_spread":0.2413160695056664,"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."}}