{"id":"W2040101133","doi":"10.4108/icst.crowncom.2014.255736","title":"Device Authentication Architecture for TV White Space Systems","year":2014,"lang":"en","type":"article","venue":"","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tekes; University of Ontario Institute of Technology","keywords":"White spaces; Computer science; Architecture; Spectrum (functional analysis); Authentication (law); Set (abstract data type); Space (punctuation); Telecommunications; Computer security; Cognitive radio; Wireless; Geography; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007475986,0.0005208091,0.0004758743,0.000722078,0.001172623,0.00270957,0.001455592,0.001354682,0.01193577],"category_scores_gemma":[0.001038926,0.0003451566,0.0004482545,0.0003975419,0.0007377501,0.003066252,0.00240605,0.001467146,0.006324489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008354126,"about_ca_system_score_gemma":0.0007353352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446271,"about_ca_topic_score_gemma":0.001850256,"domain_scores_codex":[0.9991643,0.0001487327,0.00007378076,0.0001296382,0.0002862532,0.0001973355],"domain_scores_gemma":[0.9992852,0.00008352986,0.00005319526,0.0002560412,0.0002701952,0.00005185938],"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":[0.001099751,0.0003297421,0.002225394,0.0005656955,0.0001395211,0.0008350771,0.001361398,0.03722908,0.1030219,0.6291123,0.02424763,0.1998325],"study_design_scores_gemma":[0.0001209873,0.0007795842,0.001610632,0.0002363234,0.0002256302,0.001000182,0.0004377569,0.5645212,0.1032993,0.1153274,0.2122944,0.0001465546],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03970198,0.0008984239,0.9108822,0.0007776564,0.0003289363,0.0003883855,0.0001665231,0.006737986,0.04011779],"genre_scores_gemma":[0.8468122,0.0006896299,0.09692252,0.0003992077,0.0001519127,0.0003400989,0.0004012589,0.0002018198,0.0540814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01193577,"threshold_uncertainty_score":0.03992915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216497526194426,"score_gpt":0.2393684790927398,"score_spread":0.2272035038307955,"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."}}