{"id":"W4396815201","doi":"10.3204/pubdb-2025-04848","title":"Galactic transient sources with the Cherenkov Telescope Array Observatory","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Space Agency; Bundesministerium für Bildung, Wissenschaft und Forschung; Agencia Nacional de Investigación y Desarrollo; Istituto Nazionale di Fisica Nucleare; Australian Research Council; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Regione Lombardia; State Committee of Science; Universitetet i Oslo; Natural Sciences and Engineering Research Council of Canada; Istituto Nazionale di Astrofisica; Ministerio de Ciencia e Innovación; Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Fundação Araucária; Western Sydney University; Max-Planck-Gesellschaft; Institut National de Physique Nucléaire et de Physique des Particules; Hrvatska Zaklada za Znanost; European Regional Development Fund; Ministerstvo Školství, Mládeže a Tělovýchovy; Bundesministerium für Bildung und Forschung; Agencia Estatal de Investigación; University of New South Wales; Javna Agencija za Raziskovalno Dejavnost RS; Monash University; Fundação de Amparo à Pesquisa do Estado de São Paulo; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fondazione Cariplo; University of Adelaide; University of Sydney; Institute for Cosmic Ray Research, University of Tokyo; Centre National de la Recherche Scientifique; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Sveučilište u Zagrebu; Agence Nationale de la Recherche; Deutsche Forschungsgemeinschaft; Ministero dell’Istruzione, dell’Università e della Ricerca; National Research Foundation","keywords":"Physics; Pulsar; Astrophysics; Cherenkov radiation; Neutron star; Astronomy; Telescope; Magnetar; Cherenkov Telescope Array; Millisecond pulsar; Nebula; Observatory; Crab Nebula; Stars; Detector; Optics","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":[0.0008736781,0.0004224064,0.0003648367,0.001920996,0.000613848,0.001648801,0.0003865468,0.0005455342,0.00288924],"category_scores_gemma":[0.001760877,0.0002993625,0.0003352117,0.00368029,0.0003755136,0.001590096,0.001677664,0.0006351301,0.0006004116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005204116,"about_ca_system_score_gemma":0.0007126148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003672505,"about_ca_topic_score_gemma":0.004155036,"domain_scores_codex":[0.9995005,0.00005521324,0.00002273312,0.000195486,0.0001382259,0.00008775126],"domain_scores_gemma":[0.9987391,0.000194515,0.000332218,0.0003744469,0.0001642865,0.0001955277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008302543,0.0002059668,0.5597336,0.0003885068,0.0003506872,0.001013999,0.0007816421,0.006071285,0.09163758,0.03674004,0.01415276,0.2880939],"study_design_scores_gemma":[0.0002374284,0.0004038079,0.7857671,0.0002071638,0.000275975,0.002846332,0.0004979479,0.02505347,0.04005769,0.0271946,0.1172752,0.0001834174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7503693,0.007560741,0.1170498,0.002314999,0.0003113342,0.0003099147,0.0141363,0.004984161,0.1029634],"genre_scores_gemma":[0.9314541,0.001403192,0.0559651,0.0002257609,0.0002705426,0.0001003996,0.006833174,0.0001541845,0.003593579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003672505,"threshold_uncertainty_score":0.009665489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327503284449398,"score_gpt":0.1630286697424824,"score_spread":0.1302783412975426,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}