{"id":"W4244897877","doi":"10.1111/poms.12911","title":"Issue Information","year":2019,"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; Shanghai Jiao Tong University; Xiamen University of Technology; Rijksuniversiteit Groningen; Nanyang Technological University; Cardiff University; University of Oxford; Southern Methodist University; Eidgenössische Technische Hochschule Zürich; University of Cyprus; Wilfrid Laurier University; Nottingham Trent University; College of Engineering, Michigan State University; Johns Hopkins University; Lehigh University; College of Charleston; Drexel University; University of Notre Dame; Georgia State University; University of Pittsburgh; Xiamen University; Northwestern University; University of Miami; University of Rochester; Michigan State University; Arizona State University; University of Wisconsin-Madison; Tulane University; City University of Hong Kong; Boston College; Washington University in St. Louis; University of South Carolina; Purdue University; Brigham Young University; Trent University; Harvard University; University of Nebraska-Lincoln; National University of Singapore; Rensselaer Polytechnic Institute","keywords":"Computer science; Citation; 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":[0.0002752333,0.0001496323,0.0002582266,0.0003716779,0.0002297514,0.0003234097,0.0001064545,0.00006806638,0.02829015],"category_scores_gemma":[0.00002033598,0.0001704681,0.00004531553,0.000132067,0.00004526311,0.0006707635,0.0001325907,0.00009010011,0.5095444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007760293,"about_ca_system_score_gemma":0.000006810685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005435692,"about_ca_topic_score_gemma":0.000005141638,"domain_scores_codex":[0.9989857,0.000005502432,0.0004281011,0.0004040886,0.00002929945,0.0001472994],"domain_scores_gemma":[0.9994866,0.000002324985,0.0001345724,0.0003102256,0.00003588658,0.0000304272],"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":[0.000002144979,0.00001633287,0.00001228373,0.000131576,0.00009065685,4.959277e-8,0.0003639181,0.002328856,7.464735e-8,0.03944216,0.9564721,0.001139817],"study_design_scores_gemma":[0.0001240546,0.00001052967,0.00005762067,0.00002166168,0.00001058975,6.049063e-7,0.0006115184,0.0004847401,0.000002943842,0.000100676,0.9983768,0.0001982657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004597674,0.001604854,0.001004321,0.001613824,0.03015546,0.000619741,0.0003136637,0.00002125707,0.9646209],"genre_scores_gemma":[0.0009856594,0.005351087,0.0005235379,0.0004094365,0.0003240597,0.0000800689,0.0002761713,0.000009247696,0.9920408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4812543,"threshold_uncertainty_score":0.9725981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315592590492353,"score_gpt":0.2114922336475369,"score_spread":0.1883363077426134,"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."}}