{"id":"W2405665546","doi":"10.4086/toc.2018.v014a020","title":"","year":2018,"lang":"en","type":"article","venue":"Theory of Computing","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Environment and Climate Change Canada; National Science Foundation","keywords":"Computer science; Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282158,0.0001429022,0.0002488403,0.0001356704,0.0001188491,0.00001607862,0.0007085059,0.00006305183,0.0000117496],"category_scores_gemma":[0.0000710895,0.0001605138,0.00005823548,0.000268393,0.0003771977,0.0001351365,0.0002091556,0.0001737822,0.000004308542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002625445,"about_ca_system_score_gemma":0.000007070789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004632805,"about_ca_topic_score_gemma":0.00000303263,"domain_scores_codex":[0.9988936,0.0001710844,0.0004297991,0.0001136151,0.0001453279,0.0002466034],"domain_scores_gemma":[0.9985068,0.0004754695,0.00008567196,0.0007293257,0.0001536488,0.00004910154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005752896,0.00007792855,0.001831984,0.0001970589,0.0001305952,0.000001379427,0.03471163,0.006326866,0.1947011,0.5435378,0.0001280381,0.2182981],"study_design_scores_gemma":[0.00029957,0.0001170275,0.008083776,0.0002259767,0.00001157289,0.00001121831,0.0007683408,0.1466337,0.7545908,0.08871866,0.0002311247,0.0003082577],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6692451,0.0001290376,0.3259402,0.00001860302,0.00006398289,0.0000797684,6.986828e-7,0.001308457,0.003214198],"genre_scores_gemma":[0.9668391,0.00001386958,0.03294847,0.00004849221,0.0001120987,0.000002063138,0.000001437096,0.00003267833,0.000001783088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5598897,"threshold_uncertainty_score":0.6545564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450825915178787,"score_gpt":0.2493023280208831,"score_spread":0.2347940688690953,"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."}}