{"id":"W2981173720","doi":"10.22215/etd/2017-11735","title":"SpokenText Reader: Testing a Study Support Mobile Application for Visually and Learning Impaired University Students","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Visually impaired; Usability; Human–computer interaction; Computer science; Multimedia; Screen reader; Test (biology); Disabled people; Smartphone application; Psychology; Applied psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001346326,0.000213215,0.0003260602,0.00009701384,0.001793445,0.0006148544,0.000711091,0.0001804698,0.00005308449],"category_scores_gemma":[0.001224903,0.0002323355,0.00009287342,0.0001255,0.0002014503,0.0008049606,0.0000847906,0.0001888359,0.00001341899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184206,"about_ca_system_score_gemma":0.0003752848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005604373,"about_ca_topic_score_gemma":0.03045087,"domain_scores_codex":[0.9981123,0.0001307632,0.0002735245,0.0006121746,0.0005563072,0.0003148799],"domain_scores_gemma":[0.9983854,0.0004166127,0.00040176,0.0002807335,0.0003866372,0.0001288908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001968196,0.001083115,0.8179386,0.0002951028,0.0001063699,0.00000244184,0.07422429,0.000002609943,0.0000254256,0.0006827054,0.0001776645,0.1052648],"study_design_scores_gemma":[0.0007463583,0.0008307121,0.1620436,0.00006310971,0.0001510892,2.231632e-7,0.8196555,0.0000271616,0.00001258437,0.0007964683,0.01525184,0.0004212907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8926877,0.00001297418,0.000009579838,0.00001075722,0.0001736502,0.003396592,0.00002132818,0.0001828972,0.1035045],"genre_scores_gemma":[0.814999,0.000007630079,0.0000606596,0.000003785586,0.00006298604,0.0001238645,0.0002766895,0.00002147787,0.1844439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7454312,"threshold_uncertainty_score":0.9995061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941361911577543,"score_gpt":0.3911260461036734,"score_spread":0.351712426987898,"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."}}