{"id":"W4389299800","doi":"10.1111/poms.13765","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Production and Operations Management","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Hefei University of Technology; Hefei University; Xiamen University; Technion-Israel Institute of Technology; Technische Universität München; Shanghai Jiao Tong University; Universiteit van Tilburg; Hong Kong Polytechnic University; 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; Koç Üniversitesi; Xiamen University of Technology; University of South Carolina; Georgia State University; Cardiff University; Indian Institute of Management Bangalore; California State Polytechnic University, Pomona; 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 Dayton; Michigan State University; Virginia Commonwealth University; Arizona State University; Harvard Business School; University of Ottawa; University of Colorado Boulder; Boston College; 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; University College London; Brigham Young University; University of North Carolina Wilmington; University of Oxford; Lunds Universitet; Pennsylvania State University; 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":["insufficient_payload"],"category_scores_codex":[0.0003384852,0.0001437514,0.0002350977,0.000477993,0.0003255991,0.000330378,0.000102998,0.00006433843,0.01643802],"category_scores_gemma":[0.00003559587,0.0001666777,0.00004401504,0.0002242671,0.0000536953,0.0005507919,0.0001505638,0.00008612361,0.5726954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007110104,"about_ca_system_score_gemma":0.00000552545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008347818,"about_ca_topic_score_gemma":0.00001431377,"domain_scores_codex":[0.9989685,0.000005388597,0.0004423238,0.0003958682,0.00003037168,0.0001575169],"domain_scores_gemma":[0.9995434,0.000002997867,0.0001178826,0.0002667661,0.00003390031,0.00003508549],"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":[0.000001535478,0.00001210789,0.00000434872,0.0001033861,0.00009389913,1.309883e-7,0.0004133335,0.001499667,4.678573e-8,0.0327749,0.9637767,0.001319935],"study_design_scores_gemma":[0.00009511308,0.000007863325,0.00007683086,0.00002206112,0.00001159114,4.929817e-7,0.0008174538,0.0004398809,0.000002106017,0.0002277393,0.9981132,0.0001856695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003866307,0.0009235694,0.000597432,0.002456572,0.02910225,0.0005102446,0.0004194007,0.00005740811,0.9658945],"genre_scores_gemma":[0.0002902196,0.00809111,0.0003904599,0.0002625771,0.0004102237,0.0001392234,0.0003315133,0.00001274264,0.990072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5562574,"threshold_uncertainty_score":0.9844611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273508102289819,"score_gpt":0.2241811216063941,"score_spread":0.1914460405834959,"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."}}