{"id":"W7161968720","doi":"10.82308/26146","title":"Using a 3D hand motion controller for reaching tasks in a powered wheelchair simulator","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Gaze Tracking and Assistive Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joystick; Wheelchair; Virtual reality; Task (project management); Interface (matter); Controller (irrigation); Cursor (databases); Lift (data mining); Motion (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005119475,0.0002693968,0.0004737717,0.000474531,0.00012448,0.000176796,0.0004972888,0.000445088,0.000003324952],"category_scores_gemma":[0.0002626677,0.0002487367,0.0001018587,0.0002617275,0.00002468083,0.0002285238,0.00004379439,0.0003258427,0.00000633256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001983902,"about_ca_system_score_gemma":0.0001637258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002573857,"about_ca_topic_score_gemma":0.0004694867,"domain_scores_codex":[0.9983931,0.00006009378,0.0003846285,0.0005935352,0.0002198973,0.0003487369],"domain_scores_gemma":[0.9989595,0.0001088681,0.0002557938,0.0003455435,0.0002691906,0.00006108529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001051442,0.00117265,0.002638135,0.0007162236,0.0004351308,0.00009876963,0.01280143,0.01458966,0.05665639,0.0907701,0.002227149,0.8168429],"study_design_scores_gemma":[0.003187229,0.0001554559,0.00222189,0.0002744314,0.0000343487,0.00000542113,0.0003336153,0.9757206,0.001080449,0.01562769,0.000835799,0.0005230734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1653455,0.0002361852,0.8310522,0.000116618,0.0008152624,0.0007481077,0.00000967508,0.0003307484,0.00134571],"genre_scores_gemma":[0.9600474,0.000001528766,0.03854121,0.00005031926,0.00005179386,0.00004667278,0.00008013911,0.00002645484,0.001154464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9611309,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05086002412210546,"score_gpt":0.335820706769527,"score_spread":0.2849606826474216,"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."}}