{"id":"W4402926563","doi":"10.18280/mmep.110908","title":"Comparison of Fundamental Radar Features for Differentiating Between Walking and Standing in Horizontal and Vertical Movement Directions","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Telkom","keywords":"Movement (music); Horizontal and vertical; Radar; Geodesy; Geology; Computer science; Acoustics; Physics; Telecommunications","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":[0.0006907425,0.0005143718,0.0004139109,0.001172277,0.0001154249,0.0005358995,0.0002531194,0.0004452694,0.001782203],"category_scores_gemma":[0.002782885,0.0001036095,0.0003345151,0.0006042053,0.0001616432,0.0006279659,0.0004002841,0.0003007815,0.0008931682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009020828,"about_ca_system_score_gemma":0.0002221406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008661171,"about_ca_topic_score_gemma":0.001261646,"domain_scores_codex":[0.9997662,0.00004949049,0.00001805159,0.00006266097,0.00006130184,0.00004242478],"domain_scores_gemma":[0.9992903,0.0003498177,0.00007229744,0.00004631018,0.0001935909,0.00004763772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001239677,0.0002344396,0.03415512,0.0004226695,0.0001101891,0.0001740211,0.000251167,0.01319035,0.08058421,0.001423276,0.00314013,0.8650748],"study_design_scores_gemma":[0.0001453933,0.001458956,0.2789524,0.0002266459,0.000324336,0.002070583,0.0007519684,0.6484087,0.05799562,0.003121128,0.006401586,0.0001427545],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7178042,0.001558585,0.2684757,0.0002944404,0.0002743234,0.000115971,0.001349611,0.001541127,0.008586027],"genre_scores_gemma":[0.9299817,0.0004717812,0.06716022,0.00008634989,0.00007317617,0.00004728304,0.0009740213,0.00004013197,0.001165263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001782203,"threshold_uncertainty_score":0.005962074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04936091951390963,"score_gpt":0.3474091654679661,"score_spread":0.2980482459540565,"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."}}