{"id":"W4319049592","doi":"10.3204/pubdb-2023-04417","title":"Inclusive-photon production and its dependence on photon isolation in $pp$ collisions at $\\sqrt s=13$ TeV using 139 fb$^{-1}$ of ATLAS data","year":2023,"lang":"en","type":"preprint","venue":"DESY (CERN, DESY, Fermilab, IHEP, and SLAC)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; 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; Narodowa Agencja Wymiany Akademickiej; Centre National pour la Recherche Scientifique et Technique; Centre National de la Recherche Scientifique; Israel Science Foundation; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat Valenciana; Austrian Science Fund; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; H2020 Marie Skłodowska-Curie Actions; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Compute Canada; Max-Planck-Gesellschaft; Royal Society; Danmarks Grundforskningsfond; British Columbia Knowledge Development Fund; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Agencia Nacional de Investigación y Desarrollo; Generalitat de Catalunya; Canarie; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya; CERN; Leverhulme Trust; Ministerio de Ciencia e Innovación; European Commission","keywords":"Pseudorapidity; Physics; Parton; Particle physics; Photon; Quantum chromodynamics; Large Hadron Collider; Atlas (anatomy); Nuclear physics; Charged particle; Optics; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.001460035,0.001213098,0.0006732133,0.001361489,0.0006965409,0.001399341,0.00109933,0.0005290527,0.002724218],"category_scores_gemma":[0.001441695,0.0007112548,0.00090092,0.002650628,0.0006615499,0.0006492247,0.001589416,0.0006558657,0.0004934947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008798091,"about_ca_system_score_gemma":0.000394452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822121,"about_ca_topic_score_gemma":0.002062638,"domain_scores_codex":[0.9988741,0.0002487991,0.00006703136,0.0003103368,0.0003062413,0.0001934214],"domain_scores_gemma":[0.9982515,0.001009584,0.0003221307,0.0002319234,0.0001002151,0.00008467105],"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":[0.01243845,0.0007768187,0.273317,0.001044693,0.001915548,0.0045553,0.0008585857,0.2283105,0.4140559,0.01763726,0.001944529,0.0431454],"study_design_scores_gemma":[0.0002029796,0.0007007275,0.2428591,0.00007364948,0.0004886201,0.002434551,0.0002522674,0.1559488,0.5872511,0.005467129,0.004015354,0.000305729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745977,0.0006508247,0.01703845,0.00005514458,0.0000101378,0.00002884657,0.002957268,0.0004314412,0.004230222],"genre_scores_gemma":[0.9916674,0.0002179051,0.003850001,0.00002404536,0.0000074587,0.00002869258,0.003694877,0.0001079851,0.0004016026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002724218,"threshold_uncertainty_score":0.009113431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06796587711428789,"score_gpt":0.3285405975351323,"score_spread":0.2605747204208444,"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."}}