{"id":"W4407415688","doi":"10.1111/deci.12634","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 Denver; California State University, Fullerton; University of Colorado Boulder; Southern University of Science and Technology; University of Chinese Academy of Sciences; University of Science and Technology of China; Universidad Carlos III de Madrid; Thammasat University; Memorial University of Newfoundland; Universität zu Köln; Shanghai Jiao Tong University; Tongji University; University of Hong Kong; Fudan University; College of Engineering, Michigan State University; Dalhousie University; Aalto-Yliopisto; Xiamen University; Sungkyunkwan University; Korea University; Universität Zürich; Honam University; University of North Carolina at Charlotte; Chung-Ang University; Texas Christian University; Nanyang Technological University; Southern Methodist University; Temple University; Nanjing Institute of Technology; Universiteit van Tilburg; Hong Kong Polytechnic University; Old Dominion University; Kennesaw State University; Santa Clara University; University of Melbourne; Iowa State University; University of Oregon; Queen's University; University of Texas at Arlington; University of Miami; University of South Carolina; University of Washington; Université du Luxembourg; Georgia State University; University of South Florida; University of Cincinnati; Pennsylvania State University; University of Nebraska-Lincoln; University of Notre Dame; Villanova University; Auburn University; Michigan State University; Utah State University; Rutgers, The State University of New Jersey; Lingnan University; Ohio State University; University of St. Thomas; Tianjin University; Boise State University; Portland State University; Imperial College London; Washington State University; Webster University; Oklahoma State University; University of Minnesota; South China University of Technology; Erasmus Universiteit Rotterdam; Universität Hamburg; Renmin University of China; Northern Illinois University; City, University of London; Virginia Commonwealth University; Arizona State University; University of Wisconsin-Madison; Syracuse University; Chinese Academy of Sciences; University of Pennsylvania; Georgia Southern University; University of Connecticut; George Mason University","keywords":"Computer science; Business; Process management","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."}}