{"id":"W4386209883","doi":"10.3233/shti230649","title":"Uses of Wayfinding Tools by People Who Are Blind and Low Vision","year":2023,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Low vision; Assistive technology; Partially sighted; Computer science; Visually impaired; Human–computer interaction; Multimedia; Optometry; 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":[0.0001991971,0.00006445446,0.0002172282,0.000336455,0.00008483317,0.000005407407,0.00003162904,0.00008926449,0.000001041873],"category_scores_gemma":[0.0001691468,0.00006100652,0.000006100388,0.0005849808,0.00009700924,0.000147629,0.00005748555,0.000129594,0.000002620887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002152846,"about_ca_system_score_gemma":0.000005508794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003096068,"about_ca_topic_score_gemma":0.00002212201,"domain_scores_codex":[0.9994232,0.000006495543,0.000346819,0.00003799736,0.00005200973,0.0001334944],"domain_scores_gemma":[0.9997218,0.00009442697,0.00008008869,0.00005682655,0.0000303315,0.00001650273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008940657,0.00008528082,0.1998001,0.03400951,0.0002373261,0.000004743047,0.08146328,0.001964923,0.0003992088,0.01290495,0.03622806,0.6328132],"study_design_scores_gemma":[0.009886381,0.002423336,0.2056841,0.01599567,0.00005561396,0.00005264801,0.3668355,0.3334183,0.01632678,0.0325097,0.01515487,0.001657039],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963072,0.002336818,0.0001631983,0.0006408719,0.0001027822,0.0001629342,0.00001903934,0.0001744268,0.00009271764],"genre_scores_gemma":[0.9796044,0.02009551,0.0001934963,0.00006629877,0.000004123263,0.00001607106,0.00001039609,0.000004434152,0.000005292044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6311561,"threshold_uncertainty_score":0.2487774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817194938117397,"score_gpt":0.3371265349516667,"score_spread":0.2989545855704928,"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."}}