{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0192265,0.001093047,0.0006025867,0.005023459,0.0006049812,0.003456395,0.001431431,0.0007808495,0.002280449],"category_scores_gemma":[0.006616888,0.0007231171,0.0004496355,0.006515017,0.0005644484,0.002955885,0.002899348,0.0007520478,0.003055336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573645,"about_ca_system_score_gemma":0.005008024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01707594,"about_ca_topic_score_gemma":0.01348746,"domain_scores_codex":[0.9958881,0.001332784,0.0004132205,0.0007437663,0.001128885,0.0004932156],"domain_scores_gemma":[0.992044,0.0006887827,0.001173897,0.001102189,0.003002902,0.001988283],"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":[0.001432899,0.0004834384,0.6801843,0.0006759253,0.0002458349,0.0001396598,0.0003470929,0.005865257,0.004791509,0.01109716,0.08866607,0.2060708],"study_design_scores_gemma":[0.0003609345,0.001218692,0.5442867,0.0008424615,0.0001760585,0.0006229592,0.001048332,0.02376864,0.00510987,0.01143818,0.4109313,0.0001959117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3379352,0.02010749,0.2039359,0.01359301,0.000597388,0.01112149,0.3196712,0.008861981,0.08417626],"genre_scores_gemma":[0.3497057,0.009949712,0.2590591,0.002029156,0.000678414,0.007249447,0.359589,0.001154033,0.01058547],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0192265,"threshold_uncertainty_score":0.1016806,"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."}}