{"id":"W1974321641","doi":"10.1109/icsens.2011.6127321","title":"Touchless capacitive sensor for hand gesture detection","year":2011,"lang":"en","type":"article","venue":"","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Capacitive sensing; Computer science; Electronics; Mobile device; Tracking (education); Accelerometer; Interface (matter); Gesture; Gesture recognition; Computer hardware; Embedded system; Real-time computing; Artificial intelligence; Electrical engineering; Engineering","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":[0.0001639007,0.00009730077,0.0001159815,0.00006869471,0.0001393839,0.00008589757,0.000201468,0.00008491556,0.00002220873],"category_scores_gemma":[0.00003225033,0.00007592186,0.00006068418,0.0001463507,0.00002869287,0.0002645068,0.0000305233,0.00006433055,0.00009328952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001926957,"about_ca_system_score_gemma":0.00001847528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005607834,"about_ca_topic_score_gemma":0.0001308422,"domain_scores_codex":[0.9992672,0.00004320859,0.0001350464,0.0002640501,0.0001097049,0.0001808108],"domain_scores_gemma":[0.999378,0.00007322888,0.00005368625,0.0002234185,0.0001990531,0.00007256887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001538466,0.0004205483,0.001205401,0.0002405986,0.0002855809,0.00005596382,0.05179803,0.000006460523,0.1067168,0.06620443,0.004988311,0.767924],"study_design_scores_gemma":[0.001138039,0.0003737777,0.005484392,0.00004418273,0.00001830716,0.0001795358,0.0009228065,0.003412212,0.9587998,0.006455076,0.02268779,0.0004841048],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01693359,0.0000181692,0.9652916,0.0001003052,0.0006350818,0.0003467466,0.000005069081,0.0001557167,0.01651368],"genre_scores_gemma":[0.9692698,0.000001479257,0.02845895,0.0002080756,0.0001445634,0.00008474745,0.000001098242,0.00000707877,0.001824259],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9523361,"threshold_uncertainty_score":0.3096004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05130527225954943,"score_gpt":0.2336912301373029,"score_spread":0.1823859578777535,"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."}}