{"id":"W1550643777","doi":"","title":"DESIGNING INDOOR AND OUTDOOR ENVIRONMENTS TO ENHANCE ORIENTATION AND MOBILITY FOR PEOPLE WHO ARE VISUALLY IMPAIRED","year":2010,"lang":"en","type":"article","venue":"TRANSED 2010: 12th International Conference on Mobility and Transport for Elderly and Disabled PersonsHong Kong Society for RehabilitationS K Yee Medical FoundationTransportation Research Board","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Signage; Stairs; Orientation and Mobility; Orientation (vector space); Architectural engineering; Population; Transport engineering; Computer science; Business; Engineering; Human–computer interaction; Visually impaired; Civil engineering; Advertising; Medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001712873,0.0002948588,0.0004587011,0.00015825,0.0007074454,0.0001547163,0.0001683585,0.0002851058,0.0001574275],"category_scores_gemma":[0.0004440718,0.0002964684,0.0002297502,0.0002146638,0.0006157456,0.0004533475,0.000005645255,0.000420048,8.77711e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006557297,"about_ca_system_score_gemma":0.0001316598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002665318,"about_ca_topic_score_gemma":0.00728149,"domain_scores_codex":[0.9974396,0.0000552543,0.0006304923,0.0007819216,0.0006679986,0.000424698],"domain_scores_gemma":[0.9972144,0.001599821,0.00007407753,0.0001985883,0.0004578588,0.0004552675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009986204,0.004251591,0.4160501,0.01227255,0.003426256,0.000005008199,0.1602014,0.002518488,0.1376735,0.08217689,0.00156165,0.1698764],"study_design_scores_gemma":[0.00848252,0.002906088,0.7909883,0.0005779936,0.0005493982,0.000002710627,0.01919356,0.1488219,0.002465473,0.02248491,0.002215793,0.001311336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7287719,0.0000450691,0.2651303,0.002976525,0.0001530562,0.002300382,0.000547601,0.00005531507,0.00001985178],"genre_scores_gemma":[0.9833574,0.0002625432,0.01316893,0.0000866658,0.00006683994,0.002205926,0.000617375,0.00003432951,0.000199946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3749382,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326524657199701,"score_gpt":0.3391650171166298,"score_spread":0.3065125513966597,"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."}}