{"id":"W2008791416","doi":"10.1109/icmew.2013.6618247","title":"3D sound field reproduction using diverse loudspeaker patterns","year":2013,"lang":"en","type":"article","venue":"","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Loudspeaker; Acoustics; Singular value decomposition; Computer science; Sound recording and reproduction; Directional sound; Field (mathematics); Transfer function; High fidelity; Physics; Mathematics; Engineering; Algorithm; Electrical 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008102427,0.00008782359,0.00007755832,0.00005507435,0.00004654344,0.00005504936,0.00008756013,0.00003616241,0.005907117],"category_scores_gemma":[0.0000433067,0.00008118679,0.00002312351,0.00007389615,0.00001353688,0.0002084577,0.00006091389,0.0001382569,0.0006596225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008204732,"about_ca_system_score_gemma":0.000005262623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00045036,"about_ca_topic_score_gemma":0.0000101073,"domain_scores_codex":[0.9992996,0.000009866916,0.0001137181,0.0001737511,0.0001561393,0.0002468563],"domain_scores_gemma":[0.9995326,0.00003371268,0.000008930586,0.000308241,0.00005095506,0.00006552524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002660164,0.000206415,0.06009016,0.0007883895,0.0004951814,0.00008035896,0.002404561,0.472659,0.1662533,0.0005351413,0.1193011,0.1771598],"study_design_scores_gemma":[0.0003539165,0.00005516879,0.005794276,0.00002268573,0.00002457306,0.00003262908,0.001009468,0.9779887,0.01113115,0.002086124,0.001039058,0.0004622562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7398346,0.00003125956,0.2534758,0.00008106111,0.000308442,0.0001577508,0.000001461282,0.0001882233,0.00592145],"genre_scores_gemma":[0.9953561,0.00001202624,0.003265187,0.00004691002,0.0003009044,0.000008386231,0.000002541675,0.00002267116,0.0009852927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5053297,"threshold_uncertainty_score":0.9950016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348790485363386,"score_gpt":0.2590395429287213,"score_spread":0.2241604943923827,"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."}}