{"id":"W4403752250","doi":"10.1002/9781394170944.ch11","title":"Physical‐Layer Authentication for 6G Systems","year":2024,"lang":"en","type":"other","venue":"","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Layer (electronics); Computer science; Authentication (law); Computer security; Materials science; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006626649,0.0008327846,0.0003502295,0.0005412974,0.0007514051,0.001326113,0.0005919972,0.0008413799,0.005895175],"category_scores_gemma":[0.001912381,0.0001844197,0.0002814093,0.0004665173,0.0006793497,0.002188943,0.001261842,0.0009314203,0.001855785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005950006,"about_ca_system_score_gemma":0.0005315882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007120808,"about_ca_topic_score_gemma":0.0007182505,"domain_scores_codex":[0.999272,0.0002186189,0.00004750537,0.0001010795,0.0002693735,0.00009138353],"domain_scores_gemma":[0.9992278,0.0001833701,0.0001024251,0.000267488,0.0001933224,0.00002560086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005707857,0.0001582267,0.00221946,0.0005256168,0.0000714846,0.0005373558,0.0003537668,0.1066354,0.07834746,0.2380969,0.02064144,0.5518422],"study_design_scores_gemma":[0.00002587666,0.0002817203,0.0008517421,0.0001075395,0.00004496675,0.000786876,0.0001034793,0.8493782,0.03013811,0.05560727,0.06262566,0.00004857884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02600614,0.003532817,0.9447812,0.001303112,0.0004426282,0.0001351607,0.00006954716,0.001864224,0.02186506],"genre_scores_gemma":[0.8878165,0.002506875,0.09421845,0.0003917513,0.0002384107,0.00009558529,0.0001060967,0.00005735175,0.01456893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005895175,"threshold_uncertainty_score":0.01972133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091592541266415,"score_gpt":0.2861510733832205,"score_spread":0.2652351479705564,"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."}}