{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004213031,0.00004793817,0.00005612719,0.0001709478,0.000009169138,0.00007192683,0.00002664116,0.00002257489,0.0001351238],"category_scores_gemma":[0.000002708216,0.00004437947,0.00003383318,0.0002225465,0.000003100179,0.00004271269,0.000002314292,0.00004972017,0.0002655125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005017319,"about_ca_system_score_gemma":0.000006549765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005485602,"about_ca_topic_score_gemma":0.00007066689,"domain_scores_codex":[0.9996892,0.000007779717,0.00009632937,0.00007439471,0.00005501945,0.00007728369],"domain_scores_gemma":[0.9998872,0.00001518587,0.00000259312,0.00006020624,0.00001334841,0.00002151398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006028832,0.0001262791,0.02933517,0.01566236,0.0005944557,0.0002376982,0.01090335,0.642543,0.05097915,0.02114413,0.01778719,0.2106812],"study_design_scores_gemma":[0.00005763959,0.000001590965,0.0006003823,0.0001487328,0.00001650015,5.878229e-7,0.0007282326,0.9902011,0.001010702,0.0000124846,0.007146022,0.00007608953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7114791,0.01144573,0.1296354,0.0007192132,0.002271548,0.0004181055,0.00002677082,0.004156861,0.1398473],"genre_scores_gemma":[0.999406,0.000008054008,0.00009304847,0.00001498392,0.00002616839,0.00001564766,0.00003339642,0.00001056785,0.0003920662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.347658,"threshold_uncertainty_score":0.3412715,"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."}}