{"id":"W4210736845","doi":"10.1111/poms.13209","title":"Issue Information","year":2021,"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":"University at Buffalo; University of North Carolina at Chapel Hill; Koç Üniversitesi; Indian Institute of Management Bangalore; Technische Universität München; Shanghai Jiao Tong University; Xiamen University of Technology; Rijksuniversiteit Groningen; Nanyang Technological University; University of Oxford; Southern Methodist University; Eidgenössische Technische Hochschule Zürich; University of Cyprus; Wilfrid Laurier University; Temple University; Nottingham Trent University; Arizona State University; Tulane University; Virginia Commonwealth University; University of South Carolina; University of Oregon; Drexel University; University of North Carolina Wilmington; Georgia State University; University of Pittsburgh; City University of Hong Kong; Boston College; Washington University in St. Louis; Trent University; Harvard University; Cardiff University; California State Polytechnic University, Pomona; Xiamen University; Northwestern University; University of Rochester; Michigan State University; Purdue University; Brigham Young University; College of Engineering, Michigan State University; Erasmus Universiteit Rotterdam; Johns Hopkins University; National University of Singapore; Rensselaer Polytechnic Institute; University of Nebraska-Lincoln","keywords":"Citation; Computer science; Production (economics); Information retrieval; Library science; World Wide Web; Economics; Microeconomics","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":[0.0002540482,0.000143681,0.000256008,0.0003007043,0.0003034511,0.0004170548,0.00008759885,0.00006515715,0.03880005],"category_scores_gemma":[0.00003166148,0.0001705712,0.00004881786,0.0001694998,0.00004993148,0.0005754639,0.0001493646,0.0000904831,0.1801138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007440236,"about_ca_system_score_gemma":0.000008815396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005370331,"about_ca_topic_score_gemma":0.00001102142,"domain_scores_codex":[0.998968,0.000007133304,0.000437308,0.0004164134,0.00002910155,0.0001420189],"domain_scores_gemma":[0.9995052,0.000002116549,0.0001163554,0.0002893051,0.00005107106,0.00003593747],"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":[0.000001265151,0.0000213566,0.000006709074,0.0001092233,0.0001074621,2.143704e-7,0.0004062877,0.0009684037,1.101765e-7,0.03682071,0.9600394,0.001518839],"study_design_scores_gemma":[0.0001012228,0.000006268619,0.0000446712,0.00002618396,0.00001353325,0.000001263542,0.001065359,0.0002378558,0.000006740677,0.00009593478,0.9982111,0.0001899032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004743258,0.003776006,0.001014982,0.002179183,0.02150187,0.0003794973,0.0002866402,0.00002058358,0.9707938],"genre_scores_gemma":[0.0004511823,0.01009706,0.0009779205,0.0004383226,0.0003966457,0.00009501712,0.0004358455,0.000008416942,0.9870996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1413138,"threshold_uncertainty_score":0.9620786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515815503720851,"score_gpt":0.2146183294020271,"score_spread":0.1894601743648186,"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."}}