{"id":"W1982198449","doi":"10.1162/pres.17.6.527","title":"Virtual Audio Systems","year":2008,"lang":"en","type":"article","venue":"PRESENCE Virtual and Augmented Reality","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; York University; Ontario Tech University","funders":"","keywords":"Headphones; Loudspeaker; Computer science; Virtual reality; Human–computer interaction; Perception; Ambisonics; Position (finance); Audio signal; Speech recognition; Acoustics; Speech coding","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":[0.0002728095,0.0001428365,0.0001880431,0.00005958848,0.0004456186,0.00005229277,0.0001564672,0.00007812321,0.00001979749],"category_scores_gemma":[0.0007736377,0.0001095739,0.00004549703,0.000217879,0.0004801549,0.0002699981,0.0001185687,0.0001749989,0.00004192171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002998574,"about_ca_system_score_gemma":0.00004421851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004653819,"about_ca_topic_score_gemma":0.000001541883,"domain_scores_codex":[0.9982725,0.0002917404,0.0002812785,0.0004811263,0.0003803339,0.0002929618],"domain_scores_gemma":[0.999019,0.0004311698,0.00007346273,0.0002616971,0.00004046614,0.0001741968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001847238,0.0005130018,0.008200774,0.0001065147,0.00001809158,0.00009988307,0.003941334,0.001621537,0.9258084,0.03803146,0.004649665,0.01682464],"study_design_scores_gemma":[0.005599467,0.004391348,0.6341484,0.0006981884,0.00007113875,0.001107826,0.004950233,0.1131094,0.1819822,0.003013833,0.04830613,0.002621899],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955274,0.00005959731,0.001233134,0.000537895,0.000454888,0.0002866689,0.0000323806,0.0001323036,0.001735724],"genre_scores_gemma":[0.9971401,0.0002297321,0.00001865057,0.0001283345,0.00009698198,0.00003051023,0.000003327005,0.000009408024,0.002342958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7438262,"threshold_uncertainty_score":0.4468293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512092267952,"score_gpt":0.2918549203840737,"score_spread":0.2267339977045537,"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."}}