{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001169532,0.00125061,0.001061886,0.002137992,0.002400986,0.009693976,0.001903498,0.005144956,0.9076569],"category_scores_gemma":[0.006039997,0.0004461788,0.0007620128,0.001720688,0.001036761,0.004417944,0.003735655,0.002975092,0.9156842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235607,"about_ca_system_score_gemma":0.002264895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410007,"about_ca_topic_score_gemma":0.002082333,"domain_scores_codex":[0.9986188,0.0001184955,0.0000828816,0.000380469,0.0006290688,0.0001702655],"domain_scores_gemma":[0.9959801,0.00054468,0.0002120787,0.0005436546,0.001641892,0.001077548],"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":[0.00002600317,0.00003568007,0.0002039,0.0001672937,0.000004435012,0.00007379009,0.00004543354,0.00003566721,0.000481032,0.002959525,0.8946512,0.1013159],"study_design_scores_gemma":[0.000003531648,0.000006777838,0.0001387669,0.00005837222,0.000001370474,0.00004013479,0.00003930713,0.00003857896,0.00007580101,0.0004662675,0.999128,0.000003011436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003731644,0.001494216,0.00114001,0.007152543,0.00941697,0.0001120055,0.001470237,0.002023093,0.9768177],"genre_scores_gemma":[0.001089997,0.0009554992,0.0003586782,0.00317786,0.00124252,0.00004040213,0.0009242425,0.0003972205,0.9918135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09234309,"threshold_uncertainty_score":0.1317161,"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."}}