{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008509491,0.0001574487,0.0001723528,0.000004791119,0.001689116,0.0003841553,0.001179482,0.00003634937,0.0001067162],"category_scores_gemma":[0.0000611373,0.00009856372,0.0001101957,0.00002944691,0.0003534831,0.0003405758,0.0006877493,0.0001467824,0.000005447166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003092179,"about_ca_system_score_gemma":0.00006974545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006827797,"about_ca_topic_score_gemma":0.0007132372,"domain_scores_codex":[0.998836,0.0001003554,0.0003337261,0.0003030984,0.0001729828,0.0002538209],"domain_scores_gemma":[0.9980432,0.0004096723,0.0003199579,0.001062894,0.00009977038,0.00006451643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002078432,0.00003933387,0.976531,0.000004680594,0.0001200422,9.483379e-9,0.0001411663,0.01187796,0.000004420692,0.00008111096,0.00348447,0.00769503],"study_design_scores_gemma":[0.0004898113,0.0000202693,0.9449089,0.000008492776,0.00004570515,2.088409e-9,0.0006043006,0.05100517,0.0001067202,0.00004446959,0.002662929,0.0001032851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958951,0.0000313204,0.001360785,0.001917849,0.0001665751,0.0003009806,0.0002305415,0.000007452427,0.00008934496],"genre_scores_gemma":[0.9981899,4.177682e-7,0.0012312,0.00001460604,0.0001707485,0.0000119272,0.0001798344,0.00001505361,0.0001862905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03912721,"threshold_uncertainty_score":0.9997858,"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."}}