{"id":"W2035392457","doi":"10.1145/1631272.1631407","title":"Motion-path based gesture interaction with smart home services","year":2009,"lang":"en","type":"article","venue":"","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Gesture; Computer science; Gesture recognition; Motion (physics); Computer vision; Path (computing); Artificial intelligence","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":[0.0002339602,0.0004815161,0.000377745,0.0003517936,0.0002160503,0.0002843805,0.0005490347,0.0006189048,0.003263294],"category_scores_gemma":[0.0007540348,0.0001917802,0.000297483,0.0003165528,0.0003245717,0.0008934371,0.0006686842,0.0002812323,0.001005797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150642,"about_ca_system_score_gemma":0.0001859369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446125,"about_ca_topic_score_gemma":0.001608294,"domain_scores_codex":[0.999532,0.0001024397,0.00002157351,0.00007685362,0.0002173622,0.00004987348],"domain_scores_gemma":[0.9998143,0.00006423193,0.00002858163,0.00003699647,0.00004097934,0.00001488711],"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":[0.0006286036,0.0001237728,0.001718253,0.0002840772,0.00003782743,0.0007746012,0.0006441431,0.01074316,0.4235687,0.006642283,0.004022809,0.5508118],"study_design_scores_gemma":[0.0001227894,0.0008280824,0.01222726,0.0001118851,0.0001033575,0.004797464,0.0003559708,0.4704458,0.4254625,0.006584734,0.07875437,0.0002057922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1736303,0.001470487,0.8039081,0.0003455276,0.0001088673,0.0001623737,0.0001428511,0.007553677,0.01267785],"genre_scores_gemma":[0.6604697,0.0005414637,0.3257063,0.0002137731,0.00004992699,0.0001208251,0.0002110087,0.0001746225,0.01251236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003263294,"threshold_uncertainty_score":0.01091683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008151959943838945,"score_gpt":0.219287502381128,"score_spread":0.211135542437289,"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."}}