{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000927165,0.0006760648,0.001571793,0.003153177,0.0003272728,0.001344855,0.00121049,0.001299561,0.006342037],"category_scores_gemma":[0.003498704,0.0003270981,0.001238531,0.003227486,0.000485966,0.001562681,0.0006258771,0.001048991,0.001868475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000723589,"about_ca_system_score_gemma":0.002491107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003114548,"about_ca_topic_score_gemma":0.005073488,"domain_scores_codex":[0.9994282,0.0001224051,0.000171966,0.00008925351,0.0001563924,0.00003169306],"domain_scores_gemma":[0.996744,0.002231901,0.0003165764,0.00005301467,0.0005816792,0.0000728473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001230998,0.00005647121,0.000235846,0.1919937,0.0003247234,0.0002516726,0.0001633006,0.0002136125,0.0009948619,0.001658653,0.03120584,0.7727782],"study_design_scores_gemma":[0.00002598784,0.0002518884,0.002617545,0.0663583,0.001045417,0.001905561,0.0001909779,0.00008421618,0.0006445547,0.0009362022,0.9259075,0.00003191061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001503598,0.9982503,0.0001091846,0.0002448477,0.0001621174,0.00001325265,0.00004561504,0.00000742008,0.001016955],"genre_scores_gemma":[0.001236998,0.9974037,0.0002740461,0.000404438,0.0001245843,0.00001924739,0.00006700996,0.000003239697,0.0004666754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006342037,"threshold_uncertainty_score":0.02121615,"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."}}