{"id":"W2060823974","doi":"10.1145/2733373.2806385","title":"An Elicitation Study on Gesture Attitudes and Preferences Towards an Interactive Hand-Gesture Vocabulary","year":2015,"lang":"en","type":"article","venue":"","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Gesture; Vocabulary; Computer science; Gesture recognition; Set (abstract data type); Human–computer interaction; Control (management); Multimedia; Natural language processing; Artificial intelligence; Linguistics","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":[0.00926186,0.0005589459,0.0005439828,0.0008534217,0.001124211,0.0008769597,0.0004079267,0.0007730232,0.002726698],"category_scores_gemma":[0.0194024,0.0003690729,0.0004829984,0.0006969915,0.001031421,0.0008976823,0.001484848,0.0009204526,0.0006902977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009149449,"about_ca_system_score_gemma":0.0009980296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171114,"about_ca_topic_score_gemma":0.001725632,"domain_scores_codex":[0.9941496,0.003770277,0.0004526732,0.0004219513,0.0007267282,0.0004787607],"domain_scores_gemma":[0.9743931,0.01967519,0.001351085,0.001104507,0.002835363,0.0006406673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001313171,0.006982483,0.2599171,0.001275653,0.00007113334,0.001337198,0.5309008,0.0009419912,0.09694148,0.001685042,0.001529843,0.09710415],"study_design_scores_gemma":[0.0002864489,0.01646641,0.5309958,0.0002590201,0.0001225397,0.00128753,0.3733921,0.005375388,0.05513867,0.001505491,0.01494583,0.0002248745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955977,0.00001252064,0.003055556,0.00003843117,0.000003643112,0.0004997876,0.00007469933,0.00001100922,0.0007066509],"genre_scores_gemma":[0.9840246,0.00009191941,0.01076348,0.0001634539,0.00001227034,0.002952842,0.0002509709,0.00001602558,0.001724409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00926186,"threshold_uncertainty_score":0.04898196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06017043405313506,"score_gpt":0.3414963871016495,"score_spread":0.2813259530485144,"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."}}