{"id":"W4212895111","doi":"10.1109/contie54684.2021.00010","title":"Assistive Technology for Visually Impairment: Three Research Initiatives","year":2021,"lang":"en","type":"article","venue":"","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Assistive technology; Visual impairment; Interpreter; Sign language; Deaf blind; Blindness; Sight; Convention on the Rights of Persons with Disabilities; Universal design; Psychology; Convention; Computer science; Internet privacy; Optometry; Political science; Medicine; Human–computer interaction; Audiology; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02362539,0.001466523,0.0009872566,0.006090428,0.003245689,0.009884311,0.002595918,0.004364147,0.003762426],"category_scores_gemma":[0.01520075,0.0006298405,0.00157688,0.005695769,0.007134779,0.01182512,0.009493606,0.005656863,0.001187367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007596435,"about_ca_system_score_gemma":0.01643537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004959722,"about_ca_topic_score_gemma":0.004866653,"domain_scores_codex":[0.9920501,0.002850842,0.0007735279,0.0009920069,0.0026286,0.0007048753],"domain_scores_gemma":[0.9806953,0.008435444,0.001105047,0.001123347,0.006358936,0.002281841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002015547,0.001063245,0.002575625,0.004496688,0.00004425053,0.0001596626,0.007912435,0.0002294189,0.002077269,0.2013887,0.02316857,0.7566826],"study_design_scores_gemma":[0.0001548799,0.002692024,0.009178246,0.01575694,0.0002377674,0.001375282,0.028261,0.001111054,0.008926936,0.1115679,0.8204973,0.0002405635],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02439644,0.6850933,0.03685078,0.1017585,0.004719962,0.001482041,0.000296803,0.0007777028,0.1446244],"genre_scores_gemma":[0.1396883,0.698682,0.1043434,0.02238621,0.002746687,0.003151964,0.0006102511,0.0003727744,0.02801849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02362539,"threshold_uncertainty_score":0.1249445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1721893744819521,"score_gpt":0.44590134604371,"score_spread":0.2737119715617579,"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."}}