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Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India; Agencia Estatal de Investigación; Great Southern Development Commission, Government of Western Australia; Israel Science Foundation; Scottish Universities Physics Alliance; National Natural Science Foundation of China; National Research Foundation of Korea; Division of Human Resource Development; Korea Astronomy and Space Science Institute; Hungarian Scientific Research Fund; Generalitat de Catalunya; Generalitat Valenciana; Fonds Wetenschappelijk Onderzoek; Istituto Nazionale di Fisica Nucleare; U.S. Department of Energy; National Research, Development and Innovation Office; Korea Institute of Science and Technology Information; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Council of Scientific and Industrial Research, India; University of Tokyo; Fundacja na rzecz Nauki Polskiej; Academia Sinica; Abdus Salam International Centre for Theoretical Physics; Leverhulme Trust; European Commission; Russian Science Foundation; Scottish Funding Council; Narodowa Agencja Wymiany Akademickiej; Centres de Recerca de Catalunya; Institut des Origines de Lyon; Fonds De La Recherche Scientifique - FNRS; Ministerio de Ciencia, Innovación y Universidades; Science and Engineering Research Board; National Science Foundation","keywords":"Physics; Magnetar; LIGO; Astrophysics; Fast radio burst; Gravitational wave; Astronomy; Neutron star","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004135577,0.0002104037,0.0002066066,0.001716443,0.0002935046,0.0005493783,0.0003015961,0.0002378937,0.001359319],"category_scores_gemma":[0.000914612,0.0001129907,0.0002673196,0.001084017,0.000188013,0.000213922,0.0004615084,0.0001086836,0.0002785518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321561,"about_ca_system_score_gemma":0.0003294927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174825,"about_ca_topic_score_gemma":0.01660303,"domain_scores_codex":[0.9997376,0.00003573142,0.00001794726,0.00008078635,0.00007774795,0.00005020814],"domain_scores_gemma":[0.9991996,0.0002494709,0.0002094349,0.00008144175,0.00009360649,0.000166499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004518309,0.00008737283,0.963289,0.00002118257,0.0001366563,0.0006686116,0.00007117635,0.001085295,0.01806674,0.0003424522,0.0005003564,0.01527935],"study_design_scores_gemma":[0.00002476316,0.0001604594,0.9880916,0.000005665639,0.00007251382,0.0005022236,0.0001591337,0.005786273,0.003536284,0.0001091442,0.001539739,0.00001221005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980376,0.00004868539,0.0005258817,0.0000234145,0.00000235467,0.000005698799,0.0003857434,0.00001975727,0.0009508684],"genre_scores_gemma":[0.9972714,0.00002119008,0.0009089411,0.00001540219,0.00000498386,0.000003040976,0.001495109,0.000004510734,0.0002755043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174825,"threshold_uncertainty_score":0.02335972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069018178452225,"score_gpt":0.3352652333830041,"score_spread":0.3145750515984819,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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