{"id":"W2762456709","doi":"10.3847/1538-4357/aab6b1","title":"Measuring Dark Energy Properties with Photometrically Classified Pan-STARRS Supernovae. II. Cosmological Parameters","year":2018,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; FAS Division of Science, Harvard University; Australian Astronomical Optics-Macquarie; Science and Technology Facilities Council; Smithsonian Astrophysical Observatory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Centre National de la Recherche Scientifique; Ministério da Ciência, Tecnologia e Inovação; Centre National d’Etudes Spatiales; University of Oxford; York University; Universidad Nacional Autónoma de México; Space Telescope Science Institute; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Vanderbilt University; University of Chicago; Harvard University; Ohio State University; Smithsonian Institution; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; Gordon and Betty Moore Foundation; New Mexico State University; University of Portsmouth; Yale University; National Science Foundation","keywords":"Physics; Cosmic microwave background; Dark energy; Astrophysics; Supernova; Redshift; Planck; Luminosity; Cosmology; Galaxy; Astronomy","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":[0.001274134,0.0003894704,0.0002502249,0.001467645,0.0002174671,0.0005857227,0.0003168393,0.0002030619,0.0007937828],"category_scores_gemma":[0.00240558,0.0002424838,0.0003396551,0.001118698,0.0002636978,0.000431726,0.0005087226,0.0002079622,0.000244217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953297,"about_ca_system_score_gemma":0.0001258345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003726765,"about_ca_topic_score_gemma":0.009462288,"domain_scores_codex":[0.9996089,0.0001059834,0.00003938234,0.0001007039,0.0001103816,0.00003476639],"domain_scores_gemma":[0.9983486,0.0003323641,0.0007039233,0.0003095553,0.0001784887,0.000127059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006405106,0.00002155906,0.9913048,0.000009438158,0.00007041432,0.00001156164,0.00002673536,0.002039568,0.00204639,0.0001506055,0.00005283066,0.004202172],"study_design_scores_gemma":[0.000003942865,0.00004578087,0.9893575,0.000003966823,0.00002015399,0.00005957442,0.00003664174,0.007212515,0.00280325,0.0001810667,0.0002688796,0.000006614925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978211,0.00004132471,0.001134578,0.000005375214,0.000001549893,0.00000559498,0.0004448062,0.00002772667,0.0005178802],"genre_scores_gemma":[0.9977999,0.00002055204,0.001017711,0.000003524364,0.000001952921,0.000003357204,0.001031158,0.000006062454,0.0001157804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003726765,"threshold_uncertainty_score":0.007410109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03938492794639218,"score_gpt":0.2180720543652449,"score_spread":0.1786871264188528,"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."}}