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Centre National de la Recherche Scientifique; Japan Society for the Promotion of Science; Villum Fonden; National Research Foundation of Korea; Fonds De La Recherche Scientifique - FNRS; Conselho Nacional de Desenvolvimento Científico e Tecnológico; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Polarforskningssekretariatet; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Consejo Nacional de Ciencia y Tecnología; Agence Nationale de la Recherche; National Science Foundation; Belgian Federal Science Policy Office; Office of Polar Programs; Michigan State University; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; University of Wisconsin-Madison; U.S. Department of Energy; Natural Sciences and Engineering Research Council of Canada; Ministerium für Kultur und Wissenschaft des Landes Nordrhein-Westfalen; Universidad Nacional Autónoma de México; Istituto Nazionale di Astrofisica; Consejo Nacional de Investigaciones Científicas y Técnicas; Marquette University; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Western Canada Research Grid; Fonds Wetenschappelijk Onderzoek; Istituto Nazionale di Fisica Nucleare; Nvidia","keywords":"Pierre Auger Observatory; Detector; Upgrade; Auger; Observatory; Neutrino; Scintillation","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":[0.0003723936,0.0004268401,0.0003075501,0.0005172407,0.0003718605,0.0006447868,0.0005489154,0.0004009723,0.003539068],"category_scores_gemma":[0.0003631671,0.0001522908,0.0002234498,0.0008778082,0.0003327454,0.0002983846,0.0004466735,0.0003242849,0.001021553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776464,"about_ca_system_score_gemma":0.0006244578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007374334,"about_ca_topic_score_gemma":0.01242892,"domain_scores_codex":[0.9996424,0.00004731929,0.000005080103,0.0001264158,0.0001108067,0.00006796091],"domain_scores_gemma":[0.9996969,0.00003771965,0.00004015979,0.00007917442,0.0000904347,0.00005563232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00854946,0.0005047098,0.4050795,0.0004350079,0.0004097158,0.001696276,0.001387091,0.04535973,0.2950067,0.008560094,0.04268743,0.1903243],"study_design_scores_gemma":[0.000574547,0.002147935,0.6411825,0.00007556467,0.0002262071,0.001298127,0.0006640701,0.0523215,0.09996606,0.001813163,0.1995936,0.0001366788],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041813,0.0003462595,0.01788798,0.000249914,0.000135475,0.0003607523,0.01566515,0.001450501,0.05972264],"genre_scores_gemma":[0.9474562,0.0001502447,0.02975052,0.0001059548,0.00009800332,0.000165901,0.01552806,0.0001470076,0.006598023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007374334,"threshold_uncertainty_score":0.01466286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009657156497947145,"score_gpt":0.2285805499535464,"score_spread":0.2189233934555992,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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