{"id":"W4246279042","doi":"10.1109/lics52264.2021.9470530","title":"Front Matter","year":2021,"lang":"en","type":"paratext","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Paris; Ruhr-Universität Bochum; Université de Bordeaux; École Normale Supérieure de Lyon; Academia Sinica; Technische Universität Wien; Università degli Studi di Padova; Università di Pisa; Uniwersytet Warszawski; Centre National de la Recherche Scientifique; Universität Bremen; University of Warwick; Institut national de recherche en informatique et en automatique (INRIA); Université du Québec à Montréal","keywords":"Computer science; Front (military); Physics; Meteorology","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":[0.001084102,0.001282391,0.001042101,0.001832806,0.002248405,0.01042909,0.001330144,0.003269369,0.9393541],"category_scores_gemma":[0.00659177,0.0005098181,0.0006725765,0.001662087,0.0005184337,0.003237963,0.00180577,0.002172818,0.944185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936166,"about_ca_system_score_gemma":0.002525336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200009,"about_ca_topic_score_gemma":0.003835073,"domain_scores_codex":[0.9986432,0.00009969625,0.00008295117,0.0002325675,0.0007494314,0.0001921897],"domain_scores_gemma":[0.9949036,0.00047637,0.0001767683,0.0005288043,0.002432885,0.001481724],"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":[0.00001364117,0.00001202553,0.00002451656,0.00007335294,9.671835e-7,0.00001679033,0.000008219414,0.00001176842,0.0001143858,0.0009504655,0.9761063,0.02266737],"study_design_scores_gemma":[0.000005324714,0.000006134719,0.0001003102,0.000034943,5.547743e-7,0.00001595744,0.00001353787,0.0000170952,0.00007085434,0.0003727395,0.99936,0.000002535306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001833283,0.0004570656,0.0004419107,0.002443855,0.007513199,0.0001319781,0.003925759,0.001762411,0.9831405],"genre_scores_gemma":[0.0005329542,0.0002384413,0.0001180216,0.0006781188,0.0009145246,0.00004200875,0.001624801,0.0004539839,0.9953973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06064588,"threshold_uncertainty_score":0.08650398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04122758177509456,"score_gpt":0.2073602501417444,"score_spread":0.1661326683666499,"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."}}