{"id":"W4402521086","doi":"10.1145/3677386.3688890","title":"Exploring Gesture Interaction in Underwater Virtual Reality","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":"Universitas Brawijaya","keywords":"Gesture; Virtual reality; Computer science; Human–computer interaction; Underwater; Mixed reality; Computer graphics (images); Computer vision; Geology","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":[0.000353286,0.00008046682,0.00009529051,0.0001728343,0.0000221096,0.0002806396,0.0001759722,0.0000385718,0.00003049762],"category_scores_gemma":[0.00001181343,0.00006009064,0.00003665548,0.0003670099,0.000006807932,0.00142438,0.00007775698,0.000173025,0.0004530249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007455653,"about_ca_system_score_gemma":0.00002505581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001130677,"about_ca_topic_score_gemma":0.0001887031,"domain_scores_codex":[0.9991301,0.00007538943,0.0002123725,0.0002902467,0.0001490767,0.000142819],"domain_scores_gemma":[0.9996378,0.00008969128,0.00001485391,0.0001923279,0.00002313754,0.00004219387],"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":[0.00001243125,0.0001144816,0.0007095485,0.0001656049,0.00005651055,0.000352065,0.01419438,0.0006279565,0.0036444,0.1759347,0.006455243,0.7977327],"study_design_scores_gemma":[0.001103088,0.0003840932,0.02136136,0.001964184,0.00001749004,0.0006822658,0.004319946,0.216452,0.04178333,0.01837312,0.6919713,0.001587838],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0579399,0.00007766063,0.905338,0.005657403,0.003484832,0.0001620626,0.000001051283,0.0007086072,0.02663046],"genre_scores_gemma":[0.9981144,0.00002106612,0.0006383028,0.0001288736,0.000156086,0.00003635263,0.000001920493,0.000005443404,0.000897544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9401745,"threshold_uncertainty_score":0.582287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1602850363712312,"score_gpt":0.3119636252656166,"score_spread":0.1516785888943854,"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."}}