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Lundbeck A/S; State Atomic Energy Corporation ROSATOM; 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; 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; 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; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Max-Planck-Gesellschaft; American Roentgen Ray Society; Royal Society; Joint Institute for Nuclear Research; Arizona-Nevada Academy of Science; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; Türkiye Atom Enerjisi Kurumu; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Deutsche Forschungsgemeinschaft; Ministerstwo Edukacji i Nauki; CERN; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; Ministerio de Ciencia e Innovación; European Commission","keywords":"Physics; Particle physics; Top quark; Large Hadron Collider; Quark; Nuclear physics; Hadron; Luminosity; Jet (fluid); Pair production; Standard Model (mathematical formulation); Quantum chromodynamics; Bottom quark; Energy (signal processing); Production (economics); Gauge (firearms); Astrophysics","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001403618,0.001086923,0.000604051,0.000211104,0.001882818,0.0006662252,0.001328814,0.0007255638,0.00244779],"category_scores_gemma":[0.0002158041,0.001441973,0.001337125,0.001309871,0.002137084,0.001361265,0.00151136,0.001592517,0.0008373302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089881,"about_ca_system_score_gemma":0.0005998332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003978185,"about_ca_topic_score_gemma":0.0006019869,"domain_scores_codex":[0.991433,0.0004997929,0.001723277,0.001872985,0.002309212,0.00216179],"domain_scores_gemma":[0.995268,0.0005444944,0.001629065,0.001719927,0.0002620736,0.0005764011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00356118,0.002113203,0.00170937,0.0007962841,0.002001064,0.0001457852,0.009737982,0.008923175,0.04316745,0.9009402,0.02461546,0.002288874],"study_design_scores_gemma":[0.00259088,0.001439577,0.0008857643,0.001327328,0.0008619167,0.00006406488,0.002757111,0.03603213,0.9476998,0.003519289,0.001275805,0.001546367],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870929,0.0006278755,0.0009095584,0.001001827,0.001859445,0.0002074044,0.0003253967,0.0001331137,0.007842542],"genre_scores_gemma":[0.9944221,0.0002299114,0.0004977075,0.0006141877,0.002075704,0.00124667,0.0004413934,0.0004032561,0.00006908469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9045323,"threshold_uncertainty_score":0.9999406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223968025004882,"score_gpt":0.2385064905252246,"score_spread":0.2161096880247364,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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