{"id":"W2010826973","doi":"10.5539/cis.v3n4p17","title":"Voice Browsing Approach to E-Business Access: A Blind’s Perspective","year":2010,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; USable; Perspective (graphical); World Wide Web; Web page; Web accessibility; Web Accessibility Initiative; Multimedia; Web navigation; Screen reader; User Friendly; Web development; Visually impaired; Web standards; Human–computer interaction; Artificial intelligence; Web intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001060244,0.00008004119,0.000089295,0.0002621961,0.0007931604,0.003360704,0.0007922522,0.00003740823,0.00001106711],"category_scores_gemma":[0.0007102077,0.00007062842,0.0000201097,0.001750433,0.001331136,0.02915296,0.0003862451,0.0001033324,0.0000460611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000826344,"about_ca_system_score_gemma":0.0003744767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006387067,"about_ca_topic_score_gemma":0.0001013408,"domain_scores_codex":[0.9987642,0.00001505981,0.0001975044,0.0002059332,0.0005483516,0.000268936],"domain_scores_gemma":[0.9985541,0.00005848899,0.00006486913,0.0001873706,0.0009299282,0.0002052636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002081737,0.0001031943,0.006305005,0.00004585612,0.000003582358,7.709591e-8,0.1612032,0.0001715293,0.00005392344,0.7353573,0.0006480536,0.09608737],"study_design_scores_gemma":[0.001180662,0.0001137354,0.6766282,0.00007422375,0.00001379693,0.00001767647,0.07501215,0.02715414,0.0002840165,0.04096539,0.1773267,0.001229336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5473521,0.000003025553,0.02806893,0.001029964,0.0005978578,0.0003155273,0.000003864432,0.00009435697,0.4225343],"genre_scores_gemma":[0.9926147,0.000002346532,0.006250676,0.0009219059,0.0001489321,0.00001085858,0.00000159477,0.000001871728,0.00004710447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.694392,"threshold_uncertainty_score":0.9976739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03475901162703637,"score_gpt":0.3448702613219257,"score_spread":0.3101112496948893,"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."}}