{"id":"W4317603376","doi":"10.1145/3573129","title":"The Arrival of Zero Trust","year":2023,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Zero (linguistics); Computer science","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":["open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0004608603,0.00004204139,0.00007199791,0.00004297332,0.0004675518,0.00001241536,0.053505,0.00004219244,6.989023e-7],"category_scores_gemma":[0.001920851,0.00002575676,0.00006258066,0.0009416993,0.0006947946,0.00003645062,0.02652328,0.0001504588,0.00001581756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007379341,"about_ca_system_score_gemma":0.00003418036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001865158,"about_ca_topic_score_gemma":0.00001749624,"domain_scores_codex":[0.9994598,0.00007988717,0.0001888981,0.00008258395,0.00009635525,0.00009247451],"domain_scores_gemma":[0.9612518,0.0004811462,0.0001375257,0.03803465,0.00008372323,0.00001113875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[5.110049e-7,0.00003236633,0.00062889,0.000002443747,0.00001256255,1.372867e-8,0.0002685465,0.00001224254,0.0007416931,0.9751214,0.01438644,0.008792876],"study_design_scores_gemma":[0.00006431097,0.000008219303,0.009651083,0.000008149599,0.000005011402,0.000001363425,0.00007644703,0.008792635,0.004900318,0.9440837,0.03237109,0.00003769369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.154642,0.002264788,0.009181517,0.8249015,0.0002856267,0.0006868811,0.00002016788,0.0005507096,0.007466874],"genre_scores_gemma":[0.9675602,0.0004212343,0.03179078,0.00004415649,0.000002730256,0.00004404164,0.000001062794,0.000002900322,0.0001329266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8248573,"threshold_uncertainty_score":0.98135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509225627688912,"score_gpt":0.289169721931813,"score_spread":0.2540774656549239,"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."}}