{"id":"W4244154309","doi":"10.1109/tdla47668.2020.9326140","title":"T&D LA 2020 Program","year":2020,"lang":"en","type":"article","venue":"","topic":"International Science and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universidade Federal do Maranhão; Escuela Colombiana de Ingeniería Julio Garavito; Universidad de Cuenca; Fundação Parque Tecnológico Itaipu; Universidade Federal do Paraná; Universidade Federal de Pernambuco; Universidad Nacional de Río Cuarto; Universidade Federal do Pará; Universidade Federal de Juiz de Fora; Technische Universität Berlin; Luleå Tekniska Universitet; Universidade Federal de Itajubá; Universidad Nacional de San Juan; Universidad de la República Uruguay; Pontifícia Universidade Católica de Minas Gerais; Universidade Federal de Goiás; Universidade Federal do Pampa; Universidade Federal Fluminense; Universidade Estadual de Campinas; Universidade de São Paulo; Universidad de Costa Rica; Universidade Estadual Paulista; University of Waterloo; Consejo Nacional de Investigaciones Científicas y Técnicas; Universidad Nacional de Colombia; Universidad Industrial de Santander; University of Nottingham; University of Texas at Austin; Universidade Federal do Acre; Pontificia Universidad Javeriana; Aalto-Yliopisto; Universidad Tecnológica Nacional; Imperial College London; Universidad Nacional de Asunción; Universidade Federal de Santa Maria; Universidad de Chile; Universidad Michoacana de San Nicolás de Hidalgo; Universidade Federal do ABC; Electric Power Research Institute; Technische Universität Dortmund; Universidade de Brasília; Instituto de Ingeniería, Universidad Nacional Autónoma de México; Universidade Federal do Rio Grande do Sul; Sharif University of Technology; Escuela Superior Politécnica del Litoral; Universitat de Girona","keywords":"Computer science","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":[0.0001633179,0.00002703307,0.00003132336,0.000006145136,0.0001380895,0.00009556532,0.0001863334,0.00002276539,0.002185149],"category_scores_gemma":[0.000181067,0.00002203276,0.00002716836,0.0002020971,0.0001090239,0.0001518451,0.00002309895,0.00003716377,0.00109948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001104261,"about_ca_system_score_gemma":0.00007604842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005969497,"about_ca_topic_score_gemma":0.0005308014,"domain_scores_codex":[0.9994283,0.00003680181,0.00005066425,0.00009541312,0.0002680611,0.0001207642],"domain_scores_gemma":[0.9997571,0.00003908379,0.00001279949,0.00002751118,0.0000379686,0.00012555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005262307,0.00005114672,0.004197157,0.000001144539,0.000004214848,0.000005786616,0.009490344,0.000003497026,0.0001743536,0.8496711,0.08427811,0.05211794],"study_design_scores_gemma":[0.00003950533,0.00001413523,0.00072401,7.974065e-7,8.829496e-7,1.678919e-7,0.0006808816,0.00005584655,0.00002862019,0.002410151,0.9960054,0.00003959333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02718983,0.000007827216,0.0002953298,0.02921797,0.00006028109,0.00009545792,5.354646e-7,0.0001766618,0.9429561],"genre_scores_gemma":[0.9840183,0.0000134161,0.002803823,0.003662667,0.0003671428,0.000008944561,0.000001325203,0.000001990381,0.009122446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9568284,"threshold_uncertainty_score":0.9996783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05969292108818262,"score_gpt":0.4337132990225406,"score_spread":0.374020377934358,"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."}}