{"id":"W3095809324","doi":"10.1155/2020/6153128","title":"Construction and Analysis of a Novel Wearable Assistive Device for a Visually Impaired Person","year":2020,"lang":"en","type":"article","venue":"Applied Bionics and Biomechanics","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Higher Education Commission, Pakistan; Federation for the Humanities and Social Sciences","keywords":"Wearable computer; Computer science; Wireless; Human–computer interaction; Set (abstract data type); Interference (communication); Embedded system; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004081069,0.0001080723,0.0002247755,0.0001447244,0.0001468598,0.00004738354,0.00005623785,0.00007633534,0.000008939197],"category_scores_gemma":[0.00006695264,0.00009730369,0.00007312426,0.0007342958,0.00005521602,0.00006030667,0.00003072095,0.00006794987,9.610039e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000135009,"about_ca_system_score_gemma":0.00002667118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001196806,"about_ca_topic_score_gemma":0.000007386819,"domain_scores_codex":[0.9992471,0.000009559282,0.0001650213,0.0003410799,0.0001026043,0.0001346203],"domain_scores_gemma":[0.9994985,0.0001418599,0.0001431905,0.00007975005,0.00004817019,0.00008852621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001197113,0.00005360373,0.00001294635,0.00002605787,0.00009648989,3.461364e-7,0.0002945784,0.000004871873,0.9799399,0.01302344,0.00001480552,0.006413188],"study_design_scores_gemma":[0.0008102818,0.0003010288,0.00006934181,0.000009985944,0.0005912676,0.00001025279,0.001943093,0.2865772,0.707153,0.0001309455,0.002210765,0.0001928189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608476,0.00002796085,0.03715052,0.0008390186,0.00008563863,0.0003882853,0.0004080056,0.00004532509,0.0002076583],"genre_scores_gemma":[0.9963786,0.0001074911,0.00285824,0.0005907177,0.00001793561,0.00001522303,0.0000116092,0.000008325969,0.00001186007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2865723,"threshold_uncertainty_score":0.3967929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06854207881414913,"score_gpt":0.2875876954312313,"score_spread":0.2190456166170822,"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."}}