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Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Ministry of Education and Science of Ukraine; Ministerstwo Edukacji i Nauki; National Research Foundation; Javna Agencija za Raziskovalno Dejavnost RS; National Key Research and Development Program of China; Israel Science Foundation; National Natural Science Foundation of China; National Research Foundation of Korea; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; U.S. Department of Energy; Generalitat Valenciana; Thailand Center of Excellence in Physics; Helmholtz-Gemeinschaft; United States-Israel Binational Science Foundation; Alexander von Humboldt-Stiftung; Korea Institute of Science and Technology Information; Department of Atomic Energy, Government of India; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Agence Nationale de la Recherche; Grantová Agentura České Republiky; Austrian Science Fund; Bundesministerium für Bildung, Wissenschaft und Forschung; Deutsche Forschungsgemeinschaft; National Research Foundation of Ukraine; Istituto Nazionale di Fisica Nucleare; Universiti Malaya; Ministry of Education; Department of Science and Technology, Ministry of Science and Technology, India; Institut National de Physique Nucléaire et de Physique des Particules; University of Petroleum and Energy Studies; University of Victoria; National Science Foundation; Natural Science Foundation of Shandong Province; University of Tabuk; Compute Canada; Vietnam Academy of Science and Technology; Canarie; National Science and Technology Council","keywords":"Physics; Algorithm; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001585409,0.003549427,0.002271559,0.006045579,0.00229199,0.005804808,0.003669032,0.004808534,0.572411],"category_scores_gemma":[0.007822674,0.002018491,0.003035551,0.006149001,0.0007092259,0.009453456,0.005514554,0.003566033,0.5838407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003969111,"about_ca_system_score_gemma":0.003362101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02659231,"about_ca_topic_score_gemma":0.03646054,"domain_scores_codex":[0.998379,0.0001637493,0.0001966417,0.0002410398,0.0007260895,0.000293432],"domain_scores_gemma":[0.9973934,0.000603456,0.0001604248,0.0004517055,0.00110014,0.0002909007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000112252,0.00005913626,0.0003467421,0.0004174767,0.00002027071,0.0002612295,0.0001734513,0.000226716,0.001179429,0.004161659,0.9680085,0.02503307],"study_design_scores_gemma":[0.00005649264,0.00002169619,0.0006552696,0.0002387219,0.00002121135,0.0001435662,0.0003044356,0.001630824,0.003669343,0.003819589,0.9893914,0.00004728689],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003949357,0.001682986,0.09439181,0.007571515,0.003253729,0.001171781,0.241147,0.1761339,0.4706979],"genre_scores_gemma":[0.01811359,0.002556325,0.06633086,0.005830853,0.0007019591,0.001623063,0.37306,0.08392775,0.4478557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.572411,"threshold_uncertainty_score":0.6099038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196847774679804,"score_gpt":0.2887245983987299,"score_spread":0.2690398209307495,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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