{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001934883,0.0004472875,0.0004260096,0.0006640794,0.00053604,0.0009601416,0.0005741423,0.0007754317,0.004113071],"category_scores_gemma":[0.006228082,0.0001710066,0.0004505898,0.0003481987,0.0003752055,0.001051082,0.000724947,0.0003754869,0.001182725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771422,"about_ca_system_score_gemma":0.0007421527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009638714,"about_ca_topic_score_gemma":0.002157719,"domain_scores_codex":[0.9990007,0.0003583623,0.000119795,0.0001687093,0.0002772401,0.00007517701],"domain_scores_gemma":[0.9959835,0.001996586,0.0001986875,0.0002187198,0.001308858,0.0002937498],"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":[0.002873705,0.01265598,0.06690377,0.006550957,0.0002069999,0.006110447,0.09370756,0.0008934801,0.2716097,0.0008365439,0.005585135,0.5320657],"study_design_scores_gemma":[0.00105269,0.1599022,0.3009561,0.002217439,0.001569063,0.01515727,0.1092121,0.005272595,0.2874451,0.0007681144,0.1159439,0.0005035124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924054,0.0005533254,0.00325819,0.0001194141,0.0000289859,0.0004716723,0.000143019,0.0001194516,0.00290053],"genre_scores_gemma":[0.9703262,0.001338535,0.01517294,0.0002697798,0.00003894097,0.000692107,0.0002558347,0.00007539652,0.01183021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004113071,"threshold_uncertainty_score":0.01375961,"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."}}