{"id":"W4378195463","doi":"10.1109/syscon53073.2023.10131102","title":"Front Matter","year":2023,"lang":"en","type":"paratext","venue":"","topic":"Systems Engineering Methodologies and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Federal do Maranhão; Technische Universität Dortmund; Université Paris-Est Créteil Val-de-Marne; University of Texas at El Paso; Universidade Federal do Rio de Janeiro; Technische Universität Ilmenau; Johns Hopkins University; National University of Defense Technology; Old Dominion University; University of Wollongong; Universidade Federal de Itajubá; Universidade de São Paulo; Universidade Federal do Paraná; Universität zu Lübeck; Queen's University; Beijing Normal University; Austrian Institute of Technology; University of Pennsylvania; University of Texas at San Antonio; Deakin University; Cranfield University; Villanova University; St. Francis Xavier University; Southern Methodist University; Pennsylvania State University; Research Institute, Georgia Institute of Technology; George Mason University","keywords":"Front (military); Computer science; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00007528895,0.000192285,0.0002553478,0.00008717863,0.00001769246,0.00002842542,0.0001889994,0.0002332165,0.02467127],"category_scores_gemma":[0.000005014453,0.0001737456,0.00007423594,0.00008215887,0.000007471389,0.00001406095,0.00003252468,0.0001907952,0.6582738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004430599,"about_ca_system_score_gemma":0.000005322417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002900574,"about_ca_topic_score_gemma":0.000002500663,"domain_scores_codex":[0.99937,0.000009692053,0.0001880051,0.0001518636,0.00007062488,0.0002098168],"domain_scores_gemma":[0.9994857,0.00009850339,0.00001373346,0.0003622169,0.00001076907,0.00002906972],"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":[8.168931e-8,7.093226e-7,4.779807e-7,0.0001734829,0.00003421589,3.989722e-7,0.000008728269,0.05311222,0.0001132693,0.00002202516,0.9461994,0.000334967],"study_design_scores_gemma":[0.00002463482,0.000001709171,0.0000577376,0.00004364129,0.000007417015,0.00000201117,0.00001301307,0.003021575,0.0002202331,0.00002189128,0.9963627,0.0002233871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002943951,0.0008350009,0.1649387,0.00004552106,0.005850845,0.0001653449,0.00007738468,0.001060308,0.8269975],"genre_scores_gemma":[0.0001439233,0.000436622,0.005700325,0.00003322498,0.0007154712,0.0002575524,0.0001421282,0.0001511627,0.9924196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6336025,"threshold_uncertainty_score":0.9762203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05063138692116937,"score_gpt":0.2820814440237215,"score_spread":0.2314500571025521,"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."}}