{"id":"W3093938602","doi":"10.3847/1538-4357/abd7f5","title":"The Young Supernova Experiment: Survey Goals, Overview, and Operations","year":2021,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Planetary Science Division; Deutsches Elektronen-Synchrotron; Science and Technology Facilities Council; Smithsonian Astrophysical Observatory; Jet Propulsion Laboratory; University of Illinois at Urbana-Champaign; Max-Planck-Institut für Astronomie; Eötvös Loránd Tudományegyetem; Stockholms Universitet; Queen's University; Hong Kong Government; Canada Research Chairs; National Aeronautics and Space Administration; Danmarks Grundforskningsfond; Science Mission Directorate; University of Toronto; National Research Foundation; National Centre for Supercomputing Applications; Natural Sciences and Engineering Research Council of Canada; Durham University; Northwestern University; National Central University; Villum Fonden; Los Alamos National Laboratory; University of Washington; Johns Hopkins University; National Science Foundation; Gordon and Betty Moore Foundation; Queen's University Belfast; Canadian Institute for Advanced Research; Nuclear Safety and Security Commission; Space Telescope Science Institute; W. M. Keck Foundation; European Commission; California Institute of Technology; Smithsonian Institution","keywords":"Supernova; Observatory; Light curve; Sky; Cosmology; Dark energy; Night sky","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003284853,0.0001578079,0.0001797774,0.00001057791,0.001196603,0.0006705121,0.0002711279,0.00001882792,0.0002548437],"category_scores_gemma":[0.0000153013,0.00008314963,0.0001275966,0.0001385097,0.000150459,0.0001629215,0.0001427561,0.0004295149,0.00003981709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001695647,"about_ca_system_score_gemma":0.0001115731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002395485,"about_ca_topic_score_gemma":0.0000396661,"domain_scores_codex":[0.9987,0.0003004755,0.0002486825,0.0001645996,0.0002621808,0.0003240209],"domain_scores_gemma":[0.9992083,0.0001473834,0.00004083082,0.0002916156,0.0001854355,0.0001264846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001622133,0.001144115,0.5047444,0.000008512343,0.001354597,0.000105156,0.004367832,0.0008236027,0.2185403,0.1417518,0.01300808,0.1139894],"study_design_scores_gemma":[0.0009753234,0.0001113369,0.9785718,0.00003113542,0.00006864571,0.0001304718,0.003001552,0.0006887353,0.005875902,0.001760982,0.008465465,0.0003187011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926729,0.001078131,0.00397503,0.001487078,0.0003173049,0.00006853646,0.00002828923,0.000007049169,0.0003657458],"genre_scores_gemma":[0.9970461,0.00009635593,0.0003870898,0.00007221993,0.00100684,0.000008008616,0.00001566851,0.0000178139,0.001349978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4738274,"threshold_uncertainty_score":0.9203421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221485717391543,"score_gpt":0.2675003987881573,"score_spread":0.2452855416142419,"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."}}