{"id":"W4383905478","doi":"10.1111/poms.13760","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Production and Operations Management","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Binghamton University; College of Engineering, Michigan State University; University of Illinois at Urbana-Champaign; Hefei University of Technology; Hefei University; Xiamen University; Universiteit van Tilburg; Technion-Israel Institute of Technology; Technische Universität München; Shanghai Jiao Tong University; Pennsylvania State University; Lunds Universitet; Koç Üniversitesi; University of South Carolina; Xiamen University of Technology; Rijksuniversiteit Groningen; Tulane University; Southern Methodist University; Eidgenössische Technische Hochschule Zürich; University of Cyprus; Wilfrid Laurier University; Purdue University; University of Western Macedonia; Temple University; Nottingham Trent University; University of Oregon; Georgia State University; Cardiff University; Indian Institute of Management Bangalore; California State Polytechnic University, Pomona; Michigan State University; University of Dayton; Drexel University; Washington University in St. Louis; University of Pittsburgh; South China University of Technology; Erasmus Universiteit Rotterdam; Johns Hopkins University; University of Washington; York University; Rensselaer Polytechnic Institute; Northwestern University; University at Buffalo; University of Rochester; Carnegie Mellon University; University of Ottawa; University of Colorado Boulder; Boston College; Virginia Commonwealth University; Arizona State University; City University of Hong Kong; University of North Carolina at Chapel Hill; Harvard University; Trent University; Portland State University; National University of Singapore; University of Nevada, Reno; Ohio State University; University of Pennsylvania; Brigham Young University; University of North Carolina Wilmington; University of Oxford; Nanyang Technological University; Georgetown University","keywords":"Citation; Computer science; Production (economics); Information retrieval; World Wide Web; Microeconomics; Economics","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":[],"category_scores_codex":[0.00008963927,0.0001405737,0.0001239712,0.0002444828,0.0001209588,0.0001465405,0.00004900144,0.00007648183,0.0004889259],"category_scores_gemma":[0.000005878264,0.0001424911,0.0000208779,0.0002052841,0.00001582075,0.0002649185,0.00001070844,0.000105172,0.01611599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003321618,"about_ca_system_score_gemma":0.000005766841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001992866,"about_ca_topic_score_gemma":0.00007029373,"domain_scores_codex":[0.9993417,0.000008664604,0.0002871895,0.0001339214,0.0001251461,0.0001033453],"domain_scores_gemma":[0.9997158,0.000002584321,0.00001993626,0.0001710753,0.00005864329,0.00003197938],"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":[6.479121e-7,0.000003380419,9.45969e-7,0.0005787991,0.00005254121,3.09108e-7,0.0002456862,0.2320367,0.000002181986,0.001018307,0.7599269,0.006133615],"study_design_scores_gemma":[0.00006054384,0.000005739549,0.0001947134,0.00006436774,0.00003208317,0.000001044509,0.0003522293,0.003493784,0.00002241413,0.000005121335,0.9956068,0.0001611922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000487217,0.002195927,0.1190827,0.002524854,0.07455609,0.003470354,0.0004665011,0.001957582,0.7952588],"genre_scores_gemma":[0.02699438,0.0149165,0.002295153,0.0001553813,0.001548066,0.0005852006,0.003195133,0.00007379202,0.9502364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2356799,"threshold_uncertainty_score":0.9846501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130949190739756,"score_gpt":0.2307109776158192,"score_spread":0.2176160585418436,"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."}}