{"id":"W4294741260","doi":"10.1111/poms.13469","title":"Issue Information","year":2022,"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":"University at Buffalo; University of North Carolina at Chapel Hill; Xiamen University; College of Engineering, Michigan State University; Technische Universität München; Shanghai Jiao Tong University; Nanyang Technological University; Cardiff University; Wilfrid Laurier University; University of Oregon; University of South Carolina; University of North Carolina Wilmington; Georgia State University; Purdue University; University of Nebraska-Lincoln; Arizona State University; Tulane University; Eidgenössische Technische Hochschule Zürich; Ohio State University; National University of Singapore; Michigan State University; Boston College; Washington University in St. Louis; Rijksuniversiteit Groningen; Xiamen University of Technology; Southern Methodist University","keywords":"Citation; Computer science; Advertising; World Wide Web; Business","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":[0.00160826,0.0003390985,0.0003643585,0.004415436,0.0008959151,0.002934624,0.0004301666,0.0007245892,0.313197],"category_scores_gemma":[0.02563676,0.0002631224,0.0002191372,0.003628304,0.0001989595,0.003159584,0.001199894,0.0008364784,0.1039758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004991407,"about_ca_system_score_gemma":0.0007967805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339467,"about_ca_topic_score_gemma":0.002167784,"domain_scores_codex":[0.998162,0.0004176468,0.0002032502,0.0001314504,0.0009738625,0.0001118887],"domain_scores_gemma":[0.9667892,0.02022403,0.003094169,0.002483028,0.005797024,0.001612589],"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":[0.0007186821,0.001156947,0.03936366,0.001025981,0.00002745035,0.0006111801,0.002797714,0.0002187711,0.00164189,0.009794371,0.6687605,0.2738828],"study_design_scores_gemma":[0.0000878733,0.0004316154,0.07585426,0.0002888129,0.00005575061,0.0005509409,0.002142452,0.0008356984,0.001637656,0.003098577,0.9149744,0.00004202213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1196458,0.001404867,0.003220721,0.004169857,0.001543373,0.0008392395,0.04818008,0.001162454,0.8198335],"genre_scores_gemma":[0.3272933,0.001745368,0.003822264,0.001542386,0.001519116,0.0007794463,0.03518138,0.0007165297,0.6274002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.686803,"threshold_uncertainty_score":0.9796411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009499112834514527,"score_gpt":0.2174944659269119,"score_spread":0.2079953530923974,"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."}}