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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; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; Ministerio de Ciencia e Innovación; European Commission; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; 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","keywords":"Physics; Calorimeter (particle physics); Atlas (anatomy); Large Hadron Collider; Hadron; Particle physics; Nuclear physics; Cluster analysis; Event (particle physics); Lepton; ATLAS experiment; Photon; Monte Carlo method; SIGNAL (programming language); Noise (video); Electron; Astrophysics; Optics; Computer science; Detector; Artificial intelligence; Statistics","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":[0.0009972835,0.0008733236,0.0005745739,0.001183276,0.0004756044,0.001532503,0.001410567,0.0005108736,0.004668365],"category_scores_gemma":[0.004272397,0.0004416866,0.000569524,0.001498091,0.0002768357,0.0007776702,0.00146762,0.0005665824,0.001354325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008448412,"about_ca_system_score_gemma":0.001495472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005239858,"about_ca_topic_score_gemma":0.00696217,"domain_scores_codex":[0.9993217,0.0001530246,0.0000387684,0.000125319,0.000252423,0.0001087804],"domain_scores_gemma":[0.9987003,0.0004110237,0.000101049,0.0002724745,0.0004069494,0.000108178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004180057,0.0003222519,0.04422786,0.0002700896,0.0002585846,0.0004630627,0.0005090623,0.5899207,0.07546952,0.01989548,0.01245093,0.2520324],"study_design_scores_gemma":[0.00008089624,0.000115484,0.003659066,0.00001029518,0.00003315384,0.0000798426,0.00009195456,0.9372709,0.05261948,0.002391026,0.003598483,0.00004951997],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3943467,0.0001413303,0.5783051,0.0001226802,0.0001119014,0.0001052249,0.002036243,0.01830168,0.006529203],"genre_scores_gemma":[0.7335835,0.00006856044,0.2554119,0.00007902691,0.00002118179,0.0001153028,0.006089896,0.002019797,0.002610919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005239858,"threshold_uncertainty_score":0.01561719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08856050929950303,"score_gpt":0.294856740689199,"score_spread":0.2062962313896959,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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