{"id":"W7098053210","doi":"","title":"Recent Experiences With Electronic Acoustic Enhancement In Concert Halls And Opera Houses","year":2007,"lang":"en","type":"article","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loudspeaker; CLARITY; Opera; Hummingbird; Electronic music","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002984978,0.00008989748,0.0001175617,0.00006292633,0.00009479339,0.00003289279,0.0002490804,0.00003945789,0.00003369201],"category_scores_gemma":[0.00001918036,0.00006053849,0.000006183634,0.0002270874,0.0001498292,0.0001380975,0.0001158691,0.00009730705,0.000003288783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005985274,"about_ca_system_score_gemma":0.00006063507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000356233,"about_ca_topic_score_gemma":0.001900131,"domain_scores_codex":[0.9991184,0.00001141528,0.0001249031,0.0002640006,0.0001451252,0.0003361035],"domain_scores_gemma":[0.9996812,0.00005805718,0.00002352892,0.0001739012,0.0000361902,0.00002711568],"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":[0.0001636292,0.0005723868,0.02208993,0.00003563333,0.0001561035,0.0002274907,0.1968283,0.00005871249,0.003354358,0.2696585,0.002826174,0.5040288],"study_design_scores_gemma":[0.0119829,0.0131404,0.08874545,0.0004974622,0.00007432957,0.0005847032,0.2960432,0.01506715,0.1939391,0.01967531,0.3548728,0.005377179],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7922997,0.001738319,0.2019586,0.0006918205,0.00006730499,0.0001118455,3.518269e-8,0.0000958139,0.00303649],"genre_scores_gemma":[0.9951438,0.0009063535,0.003124227,0.0005404433,0.000008749476,0.00003307457,6.701011e-8,0.000002220953,0.0002410318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4986516,"threshold_uncertainty_score":0.2468688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177123234440783,"score_gpt":0.2486864386400371,"score_spread":0.2369152062956293,"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."}}