{"id":"W4415721925","doi":"10.18280/ts.420508","title":"Fuzzy-Logic-Based Biometric Authentication for IoT Access Using Speech and ECG Signals","year":2025,"lang":"","type":"article","venue":"Traitement du signal","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Princess Nourah Bint Abdulrahman University","keywords":"Biometrics; Internet of Things; Authentication (law); Identification (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000402499,0.000286229,0.0003682052,0.0005928137,0.0003825621,0.0008383016,0.0005183452,0.0006511829,0.002313061],"category_scores_gemma":[0.0009756887,0.0001025604,0.0003893776,0.0002873123,0.0002794927,0.0005534387,0.0003177647,0.0003368653,0.000650239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004011115,"about_ca_system_score_gemma":0.0004061497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582319,"about_ca_topic_score_gemma":0.002922466,"domain_scores_codex":[0.9994718,0.00007497957,0.00004386192,0.000105052,0.0002539595,0.00005044727],"domain_scores_gemma":[0.9996901,0.0000884082,0.00003979261,0.00002626897,0.0001374766,0.00001796308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00295229,0.0004892235,0.005942291,0.0005257993,0.0001623367,0.0008564619,0.0003276319,0.07285798,0.2841099,0.01060222,0.003972897,0.617201],"study_design_scores_gemma":[0.00008111687,0.000499339,0.006913499,0.00007608563,0.000134595,0.0007964506,0.00009831556,0.9264051,0.05872763,0.003671323,0.002542925,0.00005360915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.142745,0.0005820785,0.8462255,0.0003482176,0.0002027151,0.0001420979,0.0002487223,0.001308931,0.008196694],"genre_scores_gemma":[0.9417904,0.000165008,0.05576302,0.00008925836,0.00003239177,0.00003780334,0.00009418854,0.00001193637,0.002015966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002582319,"threshold_uncertainty_score":0.007737935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07566560340342239,"score_gpt":0.3809466311147708,"score_spread":0.3052810277113484,"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."}}