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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; 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; Austrian Science Fund; 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; Deutsche Forschungsgemeinschaft; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; Ministerio de Ciencia e Innovación; European Commission; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; TRIUMF; Alexander von Humboldt-Stiftung; Türkiye Atom Enerjisi Kurumu; National Science Foundation","keywords":"Detector; Atlas (anatomy); Physics; Bunches; Beam (structure); Large Hadron Collider; Proton; Muon; Nuclear physics; Spectrometer; Residual; Particle physics; Optics; Computer science","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":[0.0001696972,0.0000706198,0.0001068391,0.00002335624,0.00009019441,0.00004777455,0.0000787252,0.00001279605,0.00006205052],"category_scores_gemma":[0.000003759842,0.00004005657,0.0000431955,0.00006689158,0.00005361281,0.0004100736,0.00001981574,0.00009277499,0.000005136765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002502604,"about_ca_system_score_gemma":0.000008812342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000141761,"about_ca_topic_score_gemma":8.672801e-7,"domain_scores_codex":[0.9993187,0.00006870052,0.0003133595,0.00005634164,0.0001556512,0.00008730443],"domain_scores_gemma":[0.9995189,0.00003955959,0.0003021018,0.00005822866,0.00006085147,0.00002036874],"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":[0.00005055579,0.0000844589,0.2042342,0.00002115199,0.00003192031,1.089597e-7,0.002684027,0.000002949078,0.7865952,0.0008251243,0.00000262599,0.005467643],"study_design_scores_gemma":[0.0004759403,0.00009668966,0.3438379,0.00002440192,0.00000862513,0.00000111823,0.003074992,0.00007617487,0.6478742,0.004492861,0.000002554004,0.00003452543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988582,0.00001287636,0.00003112025,0.0003857002,0.00004546406,0.0005767402,0.000001494838,0.000001392327,0.0000870201],"genre_scores_gemma":[0.9997055,0.000005465199,0.00005050564,0.00001321959,0.00009662787,0.0001196512,0.00000255931,0.000004046592,0.000002431205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1396037,"threshold_uncertainty_score":0.1633459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837253619251857,"score_gpt":0.2527849974866824,"score_spread":0.2344124612941638,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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