{"id":"W3163757026","doi":"10.1109/vr50410.2021.00029","title":"The Effect of Pitch in Auditory Error Feedback for Fitts' Tasks in Virtual Reality Training Systems","year":2021,"lang":"en","type":"article","venue":"","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Fitts's law; Task (project management); Virtual reality; Auditory feedback; Word error rate; Throughput; Audio feedback; Human–computer interaction; Speech recognition; Acoustics; Engineering","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":[0.0002715026,0.00008937497,0.0002043976,0.00005251856,0.00009122064,0.00003770112,0.000131083,0.00005804235,0.00002204106],"category_scores_gemma":[0.001821993,0.00006242071,0.00007489364,0.0002214852,0.00005490617,0.0001181105,0.00002533047,0.0001864962,0.000008645073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005679502,"about_ca_system_score_gemma":0.0000602675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002533621,"about_ca_topic_score_gemma":0.001306198,"domain_scores_codex":[0.9986624,0.0004153645,0.0003175382,0.0002463547,0.0001420794,0.0002162682],"domain_scores_gemma":[0.9955449,0.004079342,0.00008201743,0.0002356722,0.00002654543,0.0000315098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000558369,0.0001640638,0.001630261,0.0001586122,0.00001572386,0.00007192243,0.004021938,0.005735597,0.9673144,0.005407415,0.007561421,0.007360286],"study_design_scores_gemma":[0.002387663,0.0007415216,0.006555579,0.0002131418,0.00001787943,0.00007091711,0.01198468,0.02906141,0.9113489,0.0001082862,0.03720183,0.0003081793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914501,0.000009379698,0.0002092962,0.0004553982,0.001762568,0.0003769322,0.00003409974,0.0000230826,0.00567914],"genre_scores_gemma":[0.9970485,0.000006851286,0.000004359346,0.00006446384,0.00010225,0.00007507539,0.000002081507,0.000008604787,0.002687839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05596548,"threshold_uncertainty_score":0.2545443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07006917064863523,"score_gpt":0.3358586795797947,"score_spread":0.2657895089311595,"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."}}