{"id":"W4389998606","doi":"10.18280/mmep.100643","title":"A Novel Multifunctional Assistive Device for Enhancing Mobility and Social Distancing Compliance among Visually Impaired Individuals","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Visually impaired; Social distance; Distancing; Assistive technology; Psychology; Physical medicine and rehabilitation; Human–computer interaction; Medicine; Coronavirus disease 2019 (COVID-19); Computer science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001890903,0.0001696452,0.0002342846,0.00007953805,0.0003324876,0.0001150954,0.00006170431,0.00007409201,0.000004276624],"category_scores_gemma":[0.000323944,0.0001622159,0.00005672596,0.0001547131,0.00005971845,0.0001859777,0.00004487576,0.0001784346,0.000007051641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003421519,"about_ca_system_score_gemma":0.00001100561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001564789,"about_ca_topic_score_gemma":0.00000853571,"domain_scores_codex":[0.9988402,0.00001314276,0.0003042875,0.0003706393,0.0001586208,0.0003131273],"domain_scores_gemma":[0.9983849,0.001347909,0.00006475108,0.00008322861,0.00003857819,0.00008064639],"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":[0.00003605377,0.0002558591,0.0002125269,0.002774626,0.00005496189,0.000002439545,0.007633605,0.6676303,0.307545,0.01334124,0.00002426298,0.00048907],"study_design_scores_gemma":[0.0002618457,0.000029014,0.0005073734,0.0002296462,0.00002079243,0.00001078407,0.0001631868,0.9924622,0.004339348,0.001683124,0.0001058455,0.0001868995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4799134,0.000002764053,0.5195293,0.00006412017,0.00005662577,0.0002283605,0.00002870813,0.0001467904,0.00002998005],"genre_scores_gemma":[0.9912252,0.000003559263,0.008351178,0.00002726161,0.00005453685,0.0001575516,0.000006221948,0.00002823627,0.0001461956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5113119,"threshold_uncertainty_score":0.6614974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106591206374179,"score_gpt":0.3012954411758483,"score_spread":0.1906363205384304,"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."}}