{"id":"W2955012927","doi":"10.1145/3333581.3333590","title":"Heimdallr1","year":2019,"lang":"en","type":"article","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Internet of Things; Mobile device; Computer security; The Internet; Internet privacy; Telecommunications; World Wide Web","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":[0.0002812083,0.00002700035,0.00003791874,0.0000184123,0.0001283242,0.00004196137,0.000201139,0.00004143582,0.003210079],"category_scores_gemma":[0.0001103555,0.00002414915,0.00001847042,0.00008867538,0.00003138011,0.0002326184,0.0000674769,0.00004618731,0.002447364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002300881,"about_ca_system_score_gemma":0.00004101626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004754385,"about_ca_topic_score_gemma":0.00183066,"domain_scores_codex":[0.999557,0.00004167718,0.00004480802,0.00009275023,0.0001411181,0.0001226829],"domain_scores_gemma":[0.9997464,0.00001980911,0.00001301804,0.0001579898,0.00002018686,0.00004264359],"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":[0.00001649722,0.00008200395,0.02535932,0.0000135476,0.00001334499,0.000001502015,0.008060278,9.265457e-7,0.0009124271,0.8733324,0.06385612,0.0283516],"study_design_scores_gemma":[0.0001169134,0.00001939579,0.003041876,0.000002348229,0.000001522123,2.218775e-7,0.001782471,0.00002409954,0.0002709096,0.02531129,0.9693531,0.00007581133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1581271,0.00004956659,0.0005024784,0.003626594,0.0006223961,0.0002031638,0.000001672911,0.0001562588,0.8367108],"genre_scores_gemma":[0.9871403,0.00004414855,0.0003305733,0.0003369424,0.0001745871,0.000003090087,0.000002302983,0.000002340402,0.01196572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.905497,"threshold_uncertainty_score":0.9983293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661796523496688,"score_gpt":0.3053468139968241,"score_spread":0.2787288487618572,"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."}}