{"id":"W7039441574","doi":"","title":"Measurement of the cross section for top-quark pair production in pp collisions at √s=7TeV with the ATLAS detector using final states with two high-p\\\\(_T\\\\) leptons","year":2016,"lang":"en","type":"article","venue":"Online Publication Service of Würzburg University (Würzburg University)","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; H. Lundbeck A/S; State Atomic Energy Corporation ROSATOM; Centre National pour la Recherche Scientifique et Technique; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Israel Science Foundation; Lundbeckfonden; Leverhulme Trust; General Secretariat for Research and Technology; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Bundesministerium für Bildung und Forschung; Joint Institute for Nuclear Research; National Science Council; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; Bundesministerium für Wissenschaft und Forschung; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministerstwo Edukacji i Nauki; CERN; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Deutsche Forschungsgemeinschaft; Ministerio de Ciencia e Innovación; European Commission; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; Alexander von Humboldt-Stiftung; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; Türkiye Atom Enerjisi Kurumu; National Science Foundation","keywords":"Pair production; Atlas detector; Lepton; Detector; Cross section (physics); Atlas (anatomy)","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":[],"consensus_categories":[],"category_scores_codex":[0.0004755004,0.0002173067,0.000254942,0.0003294281,0.0007382156,0.00005136639,0.001305927,0.00008447575,0.000007250465],"category_scores_gemma":[0.00003762399,0.0001321832,0.0001021121,0.003092127,0.0002088816,0.001091119,0.0005497657,0.0001695553,5.685076e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006115427,"about_ca_system_score_gemma":0.0004015397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009434547,"about_ca_topic_score_gemma":0.004413947,"domain_scores_codex":[0.99805,0.0002302859,0.0002431817,0.0005592785,0.0005657742,0.0003515317],"domain_scores_gemma":[0.9961395,0.0001793043,0.0006221498,0.0007793956,0.00218454,0.00009509606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005596662,0.002482862,0.2619595,0.0007222251,0.0008031236,0.00003922408,0.003367425,0.5707233,0.1237667,0.01658993,0.002999886,0.01094922],"study_design_scores_gemma":[0.03070474,0.002688641,0.2362198,0.004258677,0.0009251417,0.000141242,0.01003265,0.3233626,0.1946861,0.0005816571,0.1932217,0.003176955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329747,0.00002003662,0.05013125,0.01587349,0.0001636554,0.0006976684,0.00004361259,0.00006263429,0.00003297261],"genre_scores_gemma":[0.9937875,0.00002616387,0.005188207,0.0000511367,0.00008986643,9.765289e-7,0.000015115,0.00001441492,0.0008266668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2473607,"threshold_uncertainty_score":0.5677832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744917185779294,"score_gpt":0.226174263393499,"score_spread":0.198725091535706,"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."}}