{"id":"W4411237103","doi":"10.1111/deci.12636","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Decision Sciences","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Colorado Boulder; College of Engineering, Michigan State University; Southern University of Science and Technology; Nanjing Institute of Technology; Universiteit van Tilburg; Universität Hamburg; University of Alabama; Shanghai Jiao Tong University; Fudan University; Aalto-Yliopisto; Korea University; University of North Texas; Seoul National University; Texas Christian University; Nanyang Technological University; Norges Teknisk-Naturvitenskapelige Universitet; Southern Methodist University; University of Miami; University of South Carolina; Queen's University; Oregon State University; Honam University; Monash University; Santa Clara University; Tongji University; University of Nevada, Reno; University of Wisconsin-Madison; Arizona State University; City, University of London; Virginia Commonwealth University; University of Cincinnati; Pennsylvania State University; University of Nebraska-Lincoln; University of Notre Dame; Michigan State University; Newcastle University; Georgia State University; University of Melbourne; Portland State University; Erasmus Universiteit Rotterdam; University of Washington; Auburn University; Tianjin University; Loyola University Chicago; Hainan University; University of Minnesota; Technische Universität München; Chinese Academy of Sciences; West Virginia University; University of Connecticut; Lingnan University; Ohio State University; University of Hong Kong; Syracuse University; University of Chinese Academy of Sciences; Durham University; York University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005117671,0.0001422577,0.0001617007,0.0005418556,0.0001804268,0.0002935133,0.0003529959,0.0001757827,0.199644],"category_scores_gemma":[0.00009083887,0.0001219681,0.00005434372,0.0004819863,0.00007244446,0.0006034689,0.00003652546,0.0001521765,0.5645301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000739852,"about_ca_system_score_gemma":0.00009243401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.06974e-7,"about_ca_topic_score_gemma":0.000002474355,"domain_scores_codex":[0.998751,0.00001604928,0.0003349563,0.0001401617,0.0006081163,0.0001496984],"domain_scores_gemma":[0.9995407,0.000101852,0.00005110191,0.0001762062,0.00008744946,0.00004265358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[7.676135e-7,0.000001245032,4.145458e-7,0.00002015941,0.000002111392,3.564648e-8,0.0001201532,0.02718067,0.00001042999,0.000005400786,0.8728979,0.09976077],"study_design_scores_gemma":[0.00006769382,0.00001155145,0.0001092728,0.0001050474,0.000004039254,4.164199e-7,0.00009507895,0.02010438,0.00003510572,0.0001223318,0.9792127,0.0001324054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008792589,0.0003505323,0.04362325,0.00007069816,0.02638023,0.0001638541,0.00003996152,0.0001290271,0.9283632],"genre_scores_gemma":[0.006051382,0.004168733,0.009345863,0.001881494,0.003545609,0.0001069323,0.0006473754,0.00003378602,0.9742188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3648862,"threshold_uncertainty_score":0.8010876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03806923861781844,"score_gpt":0.3516389618459198,"score_spread":0.3135697232281013,"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."}}