{"id":"W4411433853","doi":"10.1177/02646196251345966","title":"Global trends in Braille literacy and assistive technologies: A bibliometric analysis (1985–2024)","year":2025,"lang":"en","type":"article","venue":"British Journal of Visual Impairment","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Braille; Literacy; Reading (process); Thematic analysis; Scopus; Resource (disambiguation); Computer science; Medical education; Psychology; Multimedia; Qualitative research; Political science; Sociology; Pedagogy; Medicine; Social science; MEDLINE","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":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.000163946,0.0001313567,0.0003756013,0.03938438,0.000122846,0.0004016102,0.0002107563,0.00008154378,0.0001301883],"category_scores_gemma":[0.0007557311,0.0001376583,0.0002174837,0.1047858,0.00008855906,0.0005507012,0.0001100393,0.0003186553,0.000002862387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602298,"about_ca_system_score_gemma":0.00005679034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001959574,"about_ca_topic_score_gemma":0.0001537087,"domain_scores_codex":[0.9984107,0.00012995,0.0005902043,0.0002778682,0.0003207326,0.000270572],"domain_scores_gemma":[0.9991798,0.0002584685,0.0002714091,0.0001045213,0.0001046115,0.00008118543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001826048,0.00208895,0.1032874,0.00002104038,0.0003050057,0.002233044,0.0001348726,0.0001408368,0.002049602,0.00009779911,0.00668159,0.8827772],"study_design_scores_gemma":[0.001286221,0.0009285938,0.9846084,0.0002638965,0.0002579417,0.002181971,0.0006652895,0.001102211,0.002839052,0.0002711799,0.005400063,0.0001951553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957958,0.0006686234,0.0004592182,0.0006666709,0.0003970735,0.00006929327,0.00005111037,0.00003619788,0.001856039],"genre_scores_gemma":[0.9975128,0.0009548026,0.0001379786,0.0002477156,0.00002265382,0.000005037502,0.000001132291,0.000004611898,0.001113287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8825821,"threshold_uncertainty_score":0.9715034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169410258966961,"score_gpt":0.3680960371184631,"score_spread":0.3464019345287935,"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."}}