{"id":"W4390812958","doi":"10.1145/3631451","title":"Do I Just Tap My Headset?","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gesture; Headset; Human–computer interaction; Computer science; Variety (cybernetics); Onboarding; Wearable computer; Augmented reality; Mobile interaction; Mobile device; Multimedia; Artificial intelligence; World Wide Web; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002479709,0.0001861378,0.0002294466,0.0002745864,0.0002720779,0.00015368,0.003562662,0.0001341916,0.000003221833],"category_scores_gemma":[0.0008050099,0.0001306017,0.00008044882,0.001218944,0.0002952101,0.0004659321,0.003763091,0.0003963404,0.00005059269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006600262,"about_ca_system_score_gemma":0.00002229076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001996755,"about_ca_topic_score_gemma":0.000001458296,"domain_scores_codex":[0.9986498,0.000007148798,0.0002479421,0.0004991966,0.0002720849,0.0003237885],"domain_scores_gemma":[0.998378,0.0002163593,0.0002535313,0.0009257909,0.0001984528,0.00002784337],"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":[0.0001138037,0.000741069,0.003927905,0.0003848909,0.0002884403,0.00000612195,0.004605109,0.000243194,0.3127575,0.2537081,0.08067459,0.3425493],"study_design_scores_gemma":[0.0003017105,0.0005332146,0.00250579,0.0003940998,0.00002781499,0.00003727979,0.0129579,0.001823482,0.833816,0.1356644,0.0116014,0.000336891],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977141,0.0002983948,0.0003430531,0.01221724,0.0002540753,0.001155096,0.00001547439,0.002338772,0.006236854],"genre_scores_gemma":[0.9969525,0.0005117496,0.001091362,0.00007921825,0.00001866267,0.0008787513,5.108927e-7,0.00001375523,0.000453518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5210586,"threshold_uncertainty_score":0.6620371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413856652668392,"score_gpt":0.2926966259668587,"score_spread":0.2685580594401749,"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."}}