{"id":"W4395477194","doi":"10.46827/ejse.v10i1.5193","title":"REHABILITEES WITH VISUAL IMPAIRMENTS’ CANE SKILLS AND THEIR INFLUENCE ON INDEPENDENT TRAVEL IN NAIROBI CITY COUNTY, KENYA","year":2024,"lang":"en","type":"article","venue":"European Journal of Special Education Research","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"University of South Africa","keywords":"Cane; Geography; Optometry; Socioeconomics; Psychology; Medicine; Sociology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003405343,0.0002959374,0.0002535032,0.0007073248,0.00217854,0.0008000988,0.0004957183,0.0003562399,0.00289666],"category_scores_gemma":[0.001414256,0.00021743,0.0002517075,0.0007750597,0.0006020801,0.0004694249,0.001102594,0.0005225838,0.0001836278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296714,"about_ca_system_score_gemma":0.002180411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1618032,"about_ca_topic_score_gemma":0.3611997,"domain_scores_codex":[0.9995803,0.0001021249,0.00002988591,0.00003810288,0.00006224446,0.0001874005],"domain_scores_gemma":[0.9992476,0.00009832283,0.0002515562,0.00001409398,0.0001129182,0.0002755687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007561169,0.0003509085,0.9680269,0.0001870419,0.00003611585,0.001955753,0.01357015,0.00007874866,0.0004363423,0.0001504024,0.00102209,0.01410997],"study_design_scores_gemma":[0.000004193185,0.00008621932,0.9591239,0.0001180893,0.00001899674,0.0003110846,0.03888964,0.00007627166,0.00004361481,0.0000242375,0.001294329,0.000009501031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986143,0.0002917291,0.000009169546,0.0001663015,0.000003974768,0.00001069221,0.00003709985,6.120774e-7,0.0008660337],"genre_scores_gemma":[0.9987979,0.0005053285,0.00003718975,0.00004788725,0.00000306302,0.00001577292,0.00004631323,7.526884e-7,0.0005458368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1618032,"threshold_uncertainty_score":0.3217229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338942810834741,"score_gpt":0.3690111291463861,"score_spread":0.3456217010380386,"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."}}