{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001427617,0.00120638,0.001594209,0.003866821,0.001704986,0.007918009,0.001793281,0.00445366,0.8841568],"category_scores_gemma":[0.009400104,0.0005665729,0.0007482775,0.003167254,0.0005259507,0.002935901,0.002071646,0.002311052,0.8395098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811731,"about_ca_system_score_gemma":0.002494825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002856459,"about_ca_topic_score_gemma":0.005951825,"domain_scores_codex":[0.9982374,0.0001947881,0.0001087166,0.0002233257,0.001046675,0.000188976],"domain_scores_gemma":[0.9951856,0.0009887709,0.0002483444,0.0005688532,0.002149456,0.0008590525],"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":[0.00002043104,0.00001479903,0.00002989677,0.00008559433,0.000001197562,0.00001368809,0.000007940834,0.0000269287,0.00005813333,0.001319397,0.9848101,0.0136119],"study_design_scores_gemma":[0.00002134867,0.00001149698,0.0002842309,0.00008040461,0.000001784194,0.00001441746,0.00001577541,0.00008674878,0.00007225667,0.001244772,0.9981613,0.000005426781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000271361,0.0006294635,0.0006397101,0.004897248,0.01587889,0.0002918846,0.01776523,0.00123011,0.9583961],"genre_scores_gemma":[0.0008128845,0.0002100274,0.0001376498,0.001177463,0.001877339,0.0001078848,0.004042472,0.0002783427,0.991356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1158432,"threshold_uncertainty_score":0.1652364,"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."}}