{"id":"W4391736069","doi":"10.5267/j.msl.2024.1.002","title":"Design and implementation of advanced sensor systems for smart robotic wheelchairs: A review","year":2024,"lang":"en","type":"review","venue":"Management Science Letters","topic":"Gaze Tracking and Assistive Technology","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Human–computer interaction; Embedded system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001659581,0.0003171148,0.0009098262,0.0006807679,0.0001316891,0.0002169707,0.001339186,0.00004552057,8.857709e-7],"category_scores_gemma":[0.00001892927,0.0002469629,0.0001505659,0.001478051,0.0002591199,0.0003006165,0.0004720428,0.0001315682,0.00001499399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404492,"about_ca_system_score_gemma":0.00004101484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006158701,"about_ca_topic_score_gemma":3.205541e-7,"domain_scores_codex":[0.9974806,0.00009617607,0.0006109062,0.0009669139,0.0004071641,0.0004382531],"domain_scores_gemma":[0.9987211,0.0001029216,0.0004075996,0.0006781702,0.00003586575,0.00005434318],"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":[3.072436e-7,0.000008202233,7.943445e-7,0.08686885,0.00006834078,0.00001442895,0.00002396625,0.00007117857,0.000009428993,0.009966188,0.003042954,0.8999254],"study_design_scores_gemma":[0.0002881225,0.0001922687,0.00001444474,0.08902264,0.001715176,0.00005742452,0.0001053214,0.003840536,0.000009404333,0.000196208,0.9037976,0.0007608828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.974572e-7,0.5947556,0.4014905,0.001069499,0.0003891128,0.002171584,0.000002248903,0.0001076771,0.00001325427],"genre_scores_gemma":[0.00001714387,0.942122,0.05671741,0.0003532347,0.00001449382,0.00068888,0.00000416321,0.00001716501,0.00006555428],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9007546,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0439878795067563,"score_gpt":0.3426616451611817,"score_spread":0.2986737656544254,"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."}}