{"id":"W4318761575","doi":"10.1111/poms.13755","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Production and Operations Management","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University at Buffalo; University of North Carolina at Chapel Hill; University of Colorado Boulder; Xiamen University; Universiteit van Tilburg; 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; 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; Xiamen University of Technology; Rijksuniversiteit Groningen; Purdue University; Southern Methodist University","keywords":"Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003303801,0.000111176,0.0001144251,0.0002246163,0.001160032,0.0003758158,0.00007381746,0.00006671116,0.001283533],"category_scores_gemma":[0.00009780714,0.0001078474,0.00002626675,0.0003041162,0.00009776236,0.0006273688,0.00007601579,0.0000847426,0.02846474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004582955,"about_ca_system_score_gemma":0.00003782809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005601767,"about_ca_topic_score_gemma":0.001535376,"domain_scores_codex":[0.9991602,0.000063566,0.0001897771,0.0001737071,0.0002420184,0.0001707089],"domain_scores_gemma":[0.999648,0.000007748504,0.00004062467,0.0001464003,0.0001048597,0.00005233967],"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":[0.000002064871,0.00001207546,0.000003876522,0.00008198981,0.00004643192,1.649676e-7,0.01234119,0.0003157629,1.6464e-7,0.004388896,0.9600316,0.02277572],"study_design_scores_gemma":[0.00005091865,0.00001081318,0.0001758016,0.00004357971,0.00003133183,1.56635e-7,0.01739262,0.000008801364,0.000002589848,0.0000443502,0.9821162,0.0001228237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002745682,0.0004982321,0.0003293057,0.02262102,0.009438568,0.0009291329,0.00002299427,0.0001250529,0.9657611],"genre_scores_gemma":[0.004057929,0.01700984,0.000218873,0.0005519161,0.001256991,0.000145677,0.0001854248,0.000009201047,0.9765642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0271812,"threshold_uncertainty_score":0.9996294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757077156917092,"score_gpt":0.3257852343846344,"score_spread":0.2982144628154634,"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."}}