{"id":"W2946182845","doi":"","title":"Measurement of the cross section for inclusive isolated-photon production in pp collisions at √ s = 13 TeV using the ATLAS detector","year":2017,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":56,"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":"Physics; Atlas detector; Particle physics; Atlas (anatomy); Nuclear physics; Detector; Photon; Cross section (physics); ATLAS experiment; Large Hadron Collider; Astronomy; Optics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001127012,0.0001409963,0.0002961443,0.0001759715,0.002858631,0.00001470482,0.001389855,0.0001219885,0.000128637],"category_scores_gemma":[0.00005065364,0.0001291574,0.0002416595,0.0004746486,0.001365927,0.0003612534,0.001081823,0.0004363872,0.000001782969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998676,"about_ca_system_score_gemma":0.0003420911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138723,"about_ca_topic_score_gemma":0.01451153,"domain_scores_codex":[0.9984083,0.0002305906,0.0001550334,0.000280412,0.0006079292,0.0003177844],"domain_scores_gemma":[0.9977553,0.0001351687,0.0004955772,0.0006644794,0.0008815606,0.00006786493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008612222,0.001468293,0.7014363,0.0005891071,0.001106465,0.0000125053,0.05862531,0.01953098,0.1972936,0.0004060452,0.002415347,0.008503808],"study_design_scores_gemma":[0.00990816,0.0009217901,0.6698851,0.001504115,0.0005555567,0.000005644307,0.1543285,0.07055645,0.07573584,0.0003727116,0.01540849,0.000817664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963316,0.00004370775,0.0009689248,0.001190346,0.0001292547,0.0007485339,0.0001383747,0.00000773133,0.0004415702],"genre_scores_gemma":[0.9984803,0.00009311399,0.0003202879,0.000001429998,0.00004251345,4.330138e-8,0.000009112979,0.000006940013,0.001046323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1215577,"threshold_uncertainty_score":0.9984395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05438114896838063,"score_gpt":0.2918076179944108,"score_spread":0.2374264690260302,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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