{"id":"W2792575262","doi":"10.1145/3180457.3180459","title":"HGAA","year":2018,"lang":"en","type":"article","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Namespace; Computer science; Access control; Architecture; Certificate; Software engineering; Computer security; Database; Theoretical 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001001049,0.00001368231,0.00002076949,0.000007469593,0.000220421,0.00002719216,0.00007708144,0.00001579825,0.00655463],"category_scores_gemma":[0.0000365034,0.00001033569,0.000009879783,0.00005751997,0.0001397026,0.00007932241,0.00000869309,0.0000116674,0.00114106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005292267,"about_ca_system_score_gemma":0.00002244123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033467,"about_ca_topic_score_gemma":0.005305443,"domain_scores_codex":[0.9997634,0.00001377194,0.00002413607,0.00003985562,0.00007277424,0.00008603412],"domain_scores_gemma":[0.9998797,0.00001391757,0.000006103114,0.00003600269,0.00003249273,0.00003183719],"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":[0.000002291206,0.000008208413,0.009011921,1.977029e-7,0.000003046005,5.832753e-7,0.001968555,1.238846e-8,0.00002431146,0.9330002,0.0173916,0.03858907],"study_design_scores_gemma":[0.00007540939,0.00001132285,0.007510326,5.491039e-7,0.000001596519,4.667945e-8,0.001094476,0.00001115934,0.0001061514,0.01016616,0.9809862,0.0000365839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02313587,0.000009355996,0.0005811973,0.002443872,0.0001703739,0.00002291637,1.090034e-7,0.00005573753,0.9735806],"genre_scores_gemma":[0.9759957,0.000002885954,0.0001557072,0.0005855652,0.0006571207,9.945637e-7,6.302478e-8,9.450818e-7,0.02260099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9635946,"threshold_uncertainty_score":0.9996367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163988738810935,"score_gpt":0.3604560657271204,"score_spread":0.338816178339011,"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."}}