{"id":"W4402474947","doi":"10.1109/ccece59415.2024.10667145","title":"Gait-based Authentication in Smart Aging Care Systems","year":2024,"lang":"en","type":"article","venue":"","topic":"Gait Recognition and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research and Productivity Council; Queen's University","funders":"National Research Council","keywords":"Computer science; Gait; Authentication (law); Gait analysis; Physical medicine and rehabilitation; Computer security; Human–computer interaction; Embedded system; Medicine","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":[0.0006259698,0.0003548948,0.0003810564,0.0007924949,0.0002815475,0.0005806668,0.0003796793,0.0004959166,0.001761911],"category_scores_gemma":[0.001754072,0.0001396507,0.0001830307,0.0004499294,0.0002814431,0.001079277,0.0006165695,0.0002424833,0.000810996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003625697,"about_ca_system_score_gemma":0.0003773804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102512,"about_ca_topic_score_gemma":0.001265864,"domain_scores_codex":[0.9993758,0.0001913592,0.00007195473,0.0001000366,0.0002005083,0.00006044415],"domain_scores_gemma":[0.9994183,0.0001206201,0.0001268893,0.00009795623,0.0001979431,0.00003844708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001097972,0.0004586687,0.0238291,0.0006037355,0.0001162,0.001255687,0.0003721969,0.07380264,0.1178929,0.01778288,0.009534627,0.7532534],"study_design_scores_gemma":[0.00004901689,0.0008059499,0.01450829,0.0001334174,0.00006941702,0.0009965444,0.0001889251,0.914489,0.04651504,0.009248865,0.01293865,0.00005694263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2649532,0.003682572,0.7145309,0.001297326,0.0005217307,0.0003602238,0.0003760556,0.004411721,0.009866198],"genre_scores_gemma":[0.9513971,0.0005091365,0.04546906,0.0001650857,0.00005533373,0.00004130963,0.0001338815,0.0000209507,0.002208058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001761911,"threshold_uncertainty_score":0.005894184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0074992023098402,"score_gpt":0.2147128123995099,"score_spread":0.2072136100896697,"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."}}