{"id":"W4395010337","doi":"10.55041/ijsrem31324","title":"REVIEW ON DESKTOP ASSISTANT FOR VISUALLY IMPAIRED: MIME.AI","year":2024,"lang":"en","type":"article","venue":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Computer science; Usability; Multimedia; Human–computer interaction; Screen reader; Braille; Key (lock); Voice command device; Visually impaired; World Wide Web; Speech recognition; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.001526336,0.00008813735,0.0001362113,0.001129725,0.0001117725,0.0004441515,0.0002108309,0.0000191294,0.00002902559],"category_scores_gemma":[0.0002702043,0.00006942668,0.0001125313,0.0005761803,0.00007295439,0.0002928789,0.00005059179,0.0003768152,0.00001884882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142857,"about_ca_system_score_gemma":0.00003567906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001091624,"about_ca_topic_score_gemma":8.401291e-7,"domain_scores_codex":[0.9984509,0.00006872466,0.0003774422,0.0002670928,0.000579336,0.0002565381],"domain_scores_gemma":[0.9990677,0.0005540668,0.00003641712,0.0001132663,0.000140913,0.0000876787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006716298,0.001018151,0.00002344551,0.02098599,0.0002710302,0.002532965,0.0006303169,0.007877572,0.3478051,0.1793059,0.2321375,0.2067404],"study_design_scores_gemma":[0.0005026334,0.00044818,0.0001657146,0.02587939,0.00002605389,0.0003503338,0.00009595969,0.03736798,0.01471152,0.00143771,0.9188276,0.0001869335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7847225,0.03157388,0.06228362,0.07305831,0.03309239,0.00563725,0.0002587899,0.0003202571,0.009053009],"genre_scores_gemma":[0.993449,0.004317935,0.0003288991,0.0002329136,0.0001039175,0.00003325653,0.00000150034,0.00001293136,0.001519602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6866901,"threshold_uncertainty_score":0.4282964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201203183140343,"score_gpt":0.4282310678158611,"score_spread":0.3081107495018268,"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."}}