{"id":"W7062014763","doi":"","title":"Search for new phenomena in high-mass diphoton final states using 37 $\\mathrm{fb^{-1}}$ of proton--proton collisions collected at $\\mathrm{\\sqrt{s}=13}$ TeV with the ATLAS detector","year":2017,"lang":"en","type":"article","venue":"DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; Fundação para a Ciência e a Tecnologia; Agencia Nacional de Promoción Científica y Tecnológica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; Fondation Partager le Savoir; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Shota Rustaveli National Science Foundation; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; European Regional Development Fund; British Columbia Knowledge Development Fund; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Israel Science Foundation; U.S. Department of Energy; Israeli Centers for Research Excellence; Comisión Nacional de Investigación Científica y Tecnológica; Türkiye Atom Enerjisi Kurumu; Joint Institute for Nuclear Research; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Fonds Québécois de la Recherche sur la Nature et les Technologies; Austrian Science Fund; Ontario Innovation Trust; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; General Secretariat for Research and Technology; National Science Foundation; Compute Canada; Alexander von Humboldt-Stiftung; TRIUMF; Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond","keywords":"Large Hadron Collider; Higgs boson; Atlas (anatomy); Luminosity; Cutoff; Branching fraction; Photon; Atlas detector; Standard Model (mathematical formulation)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001295028,0.0007937672,0.0009818664,0.0005799634,0.001179526,0.0005396421,0.001950379,0.0002478997,0.0002883671],"category_scores_gemma":[0.0002652175,0.00061847,0.0002267831,0.001147995,0.0004059681,0.001774483,0.0003180263,0.0006922678,0.00002881183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008640713,"about_ca_system_score_gemma":0.000557106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876649,"about_ca_topic_score_gemma":0.001407957,"domain_scores_codex":[0.9951345,0.000274037,0.001219923,0.001085397,0.001054389,0.001231748],"domain_scores_gemma":[0.9949083,0.000490886,0.0006706683,0.002850858,0.0006370958,0.0004421507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004577376,0.002114659,0.09487665,0.003032575,0.00197318,0.00003325974,0.004055408,0.07857825,0.7963676,0.001164447,0.003813763,0.009412829],"study_design_scores_gemma":[0.008990877,0.0007900778,0.02214404,0.000564821,0.0005194039,0.00002049892,0.0005766583,0.2660809,0.6767066,0.0001037925,0.02200348,0.001498805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412217,0.0003833733,0.04606951,0.0008973425,0.000102269,0.009595695,0.001261089,0.0003010944,0.0001679006],"genre_scores_gemma":[0.9812465,0.0001681648,0.01183598,0.00002987473,0.0002229585,0.004361383,0.001614384,0.0002060637,0.0003146911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1875027,"threshold_uncertainty_score":0.9996266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179491000571124,"score_gpt":0.2677303677271574,"score_spread":0.2359354577214461,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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