{"id":"W2767351845","doi":"10.1093/mnras/stx3136","title":"The Foundation Supernova Survey: motivation, design, implementation, and first data release","year":2017,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Science and Technology Facilities Council; Science Mission Directorate; Los Alamos National Laboratory; Alfred P. Sloan Foundation; Johns Hopkins University; College of Engineering, Michigan State University; Smithsonian Astrophysical Observatory; National Sleep Foundation; Max-Planck-Institut für Astronomie; Queen's University; Gordon and Betty Moore Foundation; Queen's University Belfast; Aspen Center for Physics; Michigan State University; National Central University; Space Telescope Science Institute; W. M. Keck Foundation; Durham University; Smithsonian Institution; University of North Carolina at Chapel Hill; Eötvös Loránd Tudományegyetem; European Commission; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; National Science Foundation","keywords":"Physics; Redshift; Supernova; Astrophysics; Large Synoptic Survey Telescope; Cosmology; Astronomy; Sky; Photometry (optics); Galaxy; Stars","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":[0.01892169,0.001219147,0.0007779993,0.003134509,0.000989148,0.002419385,0.002279517,0.0008713873,0.008352622],"category_scores_gemma":[0.01984181,0.001410901,0.0008101916,0.003793342,0.0006388534,0.002120271,0.003851022,0.001519592,0.01379151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705936,"about_ca_system_score_gemma":0.005978656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02598383,"about_ca_topic_score_gemma":0.02119069,"domain_scores_codex":[0.9929941,0.001616889,0.0006334274,0.001173308,0.002831361,0.0007508909],"domain_scores_gemma":[0.9844437,0.001279438,0.0009763582,0.004033446,0.006147159,0.003119836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002073845,0.0007055618,0.2278089,0.0009036615,0.0003374724,0.0002284823,0.0007850394,0.003768412,0.008038688,0.01660389,0.5003009,0.2384451],"study_design_scores_gemma":[0.000895934,0.0008153275,0.1816901,0.0004300446,0.0001504218,0.0003296117,0.0005096737,0.008586153,0.007232059,0.005673342,0.7934888,0.0001985058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1153271,0.001555266,0.2037875,0.005813871,0.001135331,0.02683686,0.5493175,0.03683789,0.05938876],"genre_scores_gemma":[0.07287797,0.0008780019,0.2630692,0.001349226,0.0004144821,0.01687206,0.6279296,0.006075501,0.01053393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02598383,"threshold_uncertainty_score":0.1000686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912925687734978,"score_gpt":0.2709388819426722,"score_spread":0.2318096250653224,"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."}}