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Lundbeck A/S; State Atomic Energy Corporation ROSATOM; Centre National pour la Recherche Scientifique et Technique; Georgian National Science Foundation; Centre National de la Recherche Scientifique; Israel Science Foundation; Joint Institute for Nuclear Research; 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; 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; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministerio de Ciencia e Innovación; European Commission; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Max-Planck-Gesellschaft; Royal Society; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Deutsche Forschungsgemeinschaft; Ministerstwo Edukacji i Nauki; CERN; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; Department of Science and Technology, Ministry of Science and Technology, India; Türkiye Atom Enerjisi Kurumu","keywords":"Physics; Large Hadron Collider; Atlas detector; Luminosity; Particle physics; Lepton; Atlas (anatomy); Nuclear physics; Bar (unit); Top quark; ATLAS experiment; Detector; Pair production; Cross section (physics); Sigma; Astrophysics; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008371433,0.0001363122,0.0001246038,0.000008406179,0.0006813958,0.0001194402,0.0004336375,0.000006234925,0.000006519703],"category_scores_gemma":[0.0000206014,0.00004990781,0.0001688113,0.0001952262,0.0003495743,0.0001352022,0.000155254,0.0004064046,0.00003202328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000389469,"about_ca_system_score_gemma":0.00001204383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001040491,"about_ca_topic_score_gemma":8.836633e-7,"domain_scores_codex":[0.9981516,0.0008431523,0.0002219318,0.0001233281,0.0004217435,0.0002382666],"domain_scores_gemma":[0.9993975,0.00004992149,0.0001655326,0.0002401968,0.0001144475,0.0000323889],"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":[0.00006937304,0.00082801,0.002164769,0.00001052437,0.0002028143,9.329505e-7,0.01152052,0.004370969,0.9606881,0.003856586,0.001367946,0.01491941],"study_design_scores_gemma":[0.0009781994,0.0002158984,0.06962949,0.0001984237,0.000158708,0.00002717164,0.007835278,0.002463026,0.7095324,0.2083471,0.0002159724,0.0003983582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929475,0.00006072257,0.0001982547,0.001255418,0.0003143414,0.0002811665,0.000001302448,0.000005500076,0.004935827],"genre_scores_gemma":[0.9972655,0.00000164961,0.000002989943,0.00002610602,0.002661548,0.00001184399,1.500518e-7,0.00001488048,0.00001532566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2511557,"threshold_uncertainty_score":0.5240814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03530308224054009,"score_gpt":0.2719443376744272,"score_spread":0.2366412554338871,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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