{"id":"W4385368001","doi":"10.22323/1.444.0894","title":"Pybkgmodel - a background modelling toolbox for the CTA","year":2023,"lang":"en","type":"article","venue":"","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National de Physique Nucléaire et de Physique des Particules; Agencia Estatal de Investigación; Staatssekretariat für Bildung, Forschung und Innovation; Argonne National Laboratory; Comisión Nacional de Investigación Científica y Tecnológica; Japan Society for the Promotion of Science; Deutsches Elektronen-Synchrotron; Canadian Space Agency; Agencia Nacional de Investigación y Desarrollo; Istituto Nazionale di Fisica Nucleare; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Junta de Andalucía; Generalitat de Catalunya; State Committee of Science; Ministerio de Ciencia e Innovación; Universitetet i Oslo; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Fundação Araucária; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; University of Sydney; Ministero dell’Istruzione, dell’Università e della Ricerca; Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche; Hrvatska Zaklada za Znanost; Ministerstvo Školství, Mládeže a Tělovýchovy; Universidad de Jaén; Regione Lombardia; Narodowe Centrum Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Leverhulme Trust; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; University of Adelaide; National Research Foundation; Javna Agencija za Raziskovalno Dejavnost RS; University of New South Wales; Bundesministerium für Bildung, Wissenschaft und Forschung; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Natural Sciences and Engineering Research Council of Canada; Western Sydney University; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Royal Swedish Academy of Sciences; University of Oxford; Institute for Cosmic Ray Research, University of Tokyo; University of Leicester; Istituto Nazionale di Astrofisica; Durham University; Vetenskapsrådet; Fondazione Cariplo; Smithsonian Institution; Barnard College; Centres de Recerca de Catalunya; Monash University; Agence Nationale de la Recherche; Comunidad de Madrid; Sveučilište u Zagrebu; Georgia Institute of Technology; Iowa State University; National Science Foundation","keywords":"Cherenkov Telescope Array; Python (programming language); Cherenkov radiation; Toolbox; Sky; Computer science; MAGIC (telescope); Telescope; Software; Physics; Astronomy; Optics; Detector","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":[0.001625573,0.001858174,0.001151681,0.001117275,0.0006469002,0.001991818,0.003752945,0.001390547,0.05129065],"category_scores_gemma":[0.005722368,0.00141691,0.002088516,0.0008865619,0.0007367936,0.002623619,0.003365216,0.004447738,0.02989654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007738335,"about_ca_system_score_gemma":0.002808576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003663802,"about_ca_topic_score_gemma":0.004592242,"domain_scores_codex":[0.9993091,0.0001261266,0.00007292069,0.0001444904,0.000250523,0.00009685199],"domain_scores_gemma":[0.9982811,0.0007657484,0.0001583961,0.0002354546,0.0003957834,0.0001634414],"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":[0.0009455571,0.0004377149,0.007504166,0.004258139,0.0006370075,0.00133075,0.001464926,0.1074349,0.02362336,0.06359888,0.4801418,0.3086228],"study_design_scores_gemma":[0.0003873659,0.00009641785,0.002784581,0.0006373595,0.000106705,0.0007884252,0.0001425549,0.4226085,0.0194943,0.06789006,0.4847742,0.0002894375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.002619128,0.0003567696,0.6528307,0.0003166922,0.0001745227,0.0001986362,0.01112671,0.3266773,0.005699495],"genre_scores_gemma":[0.04935156,0.001408524,0.6609716,0.001220859,0.0001797692,0.001817589,0.03366917,0.234454,0.01692693],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05129065,"threshold_uncertainty_score":0.1715844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05252854180534548,"score_gpt":0.2637960440315183,"score_spread":0.2112675022261728,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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