{"id":"W4399908595","doi":"10.1162/comj_e_00677","title":"News","year":2023,"lang":"en","type":"article","venue":"Computer Music Journal","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001425891,0.00005330004,0.00005569109,0.0001159304,0.00007219744,0.00007579667,0.00007687398,0.00002474375,0.007766966],"category_scores_gemma":[0.000002361669,0.00005065168,0.00004074204,0.0001254792,0.000007323717,0.00009515962,0.00001401326,0.0001425709,0.01675405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003600194,"about_ca_system_score_gemma":0.000008453017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.042602e-8,"about_ca_topic_score_gemma":0.000001543677,"domain_scores_codex":[0.9995688,0.00001769507,0.0001164864,0.00004663915,0.0001231529,0.0001272217],"domain_scores_gemma":[0.9998224,0.000009314261,0.00001266601,0.0000681225,0.00002211261,0.00006540388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[3.307483e-7,0.000001852088,0.0000538471,0.000003673785,0.000007118206,0.000009233837,0.0004947028,0.05068016,0.0004121626,0.000004839325,0.8337006,0.1146315],"study_design_scores_gemma":[0.0003076105,0.00002084054,0.04003576,0.00002012654,0.000005340809,0.00009823388,0.00005352735,0.6062514,0.00001230016,0.0007463059,0.3523241,0.0001244232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7046937,0.00003537015,0.27628,0.000292679,0.01265194,0.00005792618,7.774674e-7,0.0009510899,0.005036475],"genre_scores_gemma":[0.9399191,0.0003545188,0.01134089,0.002014008,0.04124374,0.000009352589,0.00003151646,0.0001230609,0.004963873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5555713,"threshold_uncertainty_score":0.99314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0558425061921277,"score_gpt":0.2548697537917573,"score_spread":0.1990272475996296,"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."}}