{"id":"W4403752593","doi":"10.48550/arxiv.2409.13804","title":"The Statistics and Environments of Hostless Supernovae","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Argonne National Laboratory; Planetary Science Division; Integrated Electronics Engineering Center, Binghamton University; Deutsches Elektronen-Synchrotron; Science and Technology Facilities Council; Science Mission Directorate; Smithsonian Astrophysical Observatory; Jet Propulsion Laboratory; University of Illinois at Urbana-Champaign; Office of Science; Max-Planck-Institut für Astronomie; Eötvös Loránd Tudományegyetem; Chinese Academy of Sciences; High Energy Physics; Deutsche Forschungsgemeinschaft; Gordon and Betty Moore Foundation; Queen's University Belfast; National Aeronautics and Space Administration; University College London; Space Telescope Science Institute; Stockholms Universitet; University of Portsmouth; University of Arizona; Los Alamos National Laboratory; University of Washington; Johns Hopkins University; Fermilab; National Science Foundation; University of Chicago; SLAC National Accelerator Laboratory; Queen's University; Ohio State University; California Institute of Technology; Smithsonian Institution; U.S. Department of Energy; Lawrence Berkeley National Laboratory; Division of Astronomical Sciences; University of Pennsylvania; Financiadora de Estudos e Projetos; Nuclear Safety and Security Commission; National Central University; University of Sussex; Durham University","keywords":"Statistics; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.001085337,0.0001926495,0.0003735587,0.002399323,0.0003957802,0.001149545,0.0005514136,0.0003166071,0.002477646],"category_scores_gemma":[0.007015462,0.0001975865,0.0003656147,0.001582478,0.000531144,0.0007828287,0.0009564775,0.0003260796,0.0006840331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543576,"about_ca_system_score_gemma":0.0003307507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002052588,"about_ca_topic_score_gemma":0.002148228,"domain_scores_codex":[0.9986742,0.0001900982,0.0002659415,0.0004053977,0.0002548397,0.0002095313],"domain_scores_gemma":[0.9906169,0.002653151,0.003595613,0.0009101066,0.0007304809,0.001493697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004534514,0.000006711493,0.9971343,0.000007533352,0.00002542531,0.00005149118,0.00002957753,0.00008832661,0.000276681,0.00007751423,0.0001267313,0.002130331],"study_design_scores_gemma":[0.000003033781,0.00006224312,0.9971488,0.00000751037,0.00001846659,0.0008495987,0.000184154,0.0005778929,0.0002622411,0.000157967,0.0007225602,0.000005553396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968051,0.0005386292,0.0002624624,0.00003474023,0.000007019819,0.000006123647,0.001407629,0.00003268212,0.0009056117],"genre_scores_gemma":[0.9967386,0.0002487329,0.000102014,0.00001250472,0.00001484109,0.000005112256,0.002602125,0.00001096523,0.0002650618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002477646,"threshold_uncertainty_score":0.008288562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027272009183996,"score_gpt":0.1817201246181146,"score_spread":0.1514474045262747,"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."}}