{"id":"W4402722073","doi":"10.1145/3675094.3678370","title":"Understanding Novice Users' Mental Models of Gesture Discoverability and Designing Effective Onboarding","year":2024,"lang":"en","type":"article","venue":"","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Discoverability; Onboarding; Mental model; Computer science; Human–computer interaction; Gesture; Multimedia; Psychology; Cognitive science; 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":[0.002156994,0.0006829574,0.0003043924,0.0007015109,0.0003263683,0.003915826,0.0007208033,0.0008224639,0.002160243],"category_scores_gemma":[0.0128715,0.0003366098,0.0004958759,0.0002143802,0.00140721,0.003281305,0.001339579,0.0008056459,0.0005512328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004215759,"about_ca_system_score_gemma":0.0004157828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002163092,"about_ca_topic_score_gemma":0.002305347,"domain_scores_codex":[0.9988769,0.0004973038,0.00007272507,0.0001814423,0.0002006076,0.0001710296],"domain_scores_gemma":[0.994313,0.003609674,0.0005670086,0.0006426544,0.0004979137,0.0003696604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006110257,0.001141189,0.2931006,0.001379452,0.0001982437,0.00113262,0.2571841,0.009503111,0.07972317,0.01151549,0.00311876,0.3413923],"study_design_scores_gemma":[0.0001292105,0.003296444,0.406667,0.00121747,0.0003666117,0.003880317,0.3262119,0.1461894,0.04436088,0.03495046,0.03207673,0.0006536418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675844,0.000311464,0.02390241,0.0003563709,0.00001007089,0.00007256871,0.00004718759,0.0001408442,0.007574861],"genre_scores_gemma":[0.9909003,0.0002941784,0.007652867,0.00005588594,0.000002660101,0.00003403713,0.00004977201,0.00001286305,0.000997355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003915826,"threshold_uncertainty_score":0.01140738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371536847514297,"score_gpt":0.2723798766189904,"score_spread":0.2086645081438474,"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."}}