{"id":"W3105100595","doi":"10.3847/1538-435/aacf8b","title":"","year":2018,"lang":"en","type":"article","venue":"Liverpool John Moores University","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"High Energy Physics; Lawrence Berkeley National Laboratory; Division of Astronomical Sciences; Ministerio de Ciencia, Tecnología e Innovación Productiva; York University; New Mexico State University; University of Portsmouth; Carnegie Mellon University; Office of Science; Alfred P. Sloan Foundation; Princeton University; Goddard Space Flight Center; College of Engineering, Michigan State University; Johns Hopkins University; U.S. Department of Energy; Arizona State University; Harvard University; Ohio State University; Jet Propulsion Laboratory; University of California Institute for Mexico and the United States; California Institute of Technology; Space Telescope Science Institute; W. M. Keck Foundation; Brookhaven National Laboratory; Ministério da Ciência, Tecnologia e Inovação; Planning and Budgeting Committee of the Council for Higher Education of Israel; Comisión Nacional de Investigación Científica y Tecnológica; National Aeronautics and Space Administration; National Science Foundation","keywords":"Physics; Supernova; Astrophysics; Luminosity; Light curve; Spectral energy distribution; Infrared; Astronomy; Extinction (optical mineralogy); Stars; Galaxy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003076773,0.0002744418,0.0001389087,0.0009586183,0.0005195703,0.001474024,0.0006500981,0.0006431,0.05646295],"category_scores_gemma":[0.00114093,0.00009864996,0.0002326919,0.0006404952,0.0003625412,0.00088937,0.0010876,0.0003895884,0.02142472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291005,"about_ca_system_score_gemma":0.0003899887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386169,"about_ca_topic_score_gemma":0.002283041,"domain_scores_codex":[0.9997891,0.00002074725,0.0000131332,0.00005298275,0.00007065542,0.00005346414],"domain_scores_gemma":[0.9995058,0.00006297776,0.00007474516,0.00008566567,0.0001238592,0.0001469435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005032627,0.0002644073,0.09465686,0.0004888235,0.00006500783,0.00398338,0.0007619676,0.0008170221,0.006408757,0.04222937,0.3728432,0.476978],"study_design_scores_gemma":[0.00001015077,0.0001361849,0.02494581,0.0001292678,0.00002246089,0.00585539,0.0003722245,0.0004843648,0.001373527,0.005846159,0.9608108,0.00001350367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2032907,0.01755499,0.01286465,0.0208916,0.009532441,0.0002178128,0.01241036,0.002016752,0.7212207],"genre_scores_gemma":[0.6564878,0.01035412,0.01169728,0.0101952,0.006016914,0.0001045548,0.0183671,0.0004345336,0.2863425],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9435371,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00776666633632825,"score_gpt":0.194553962814958,"score_spread":0.1867872964786297,"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."}}