{"id":"W3110141700","doi":"10.1051/0004-6361/201936724","title":"Velocity correction for Hubble constant measurements from standard sirens","year":2020,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche; Imperial College London; Grand Équipement National De Calcul Intensif; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; York University; Flatiron Health; Princeton University; Simons Foundation","keywords":"Physics; Hubble's law; Astrophysics; Astronomy; Constant (computer programming); Hubble volume; Cosmic distance ladder; Radial velocity; Cosmology; Stars; Galaxy; Dark energy","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":[0.002449779,0.0006881964,0.0003503973,0.002418362,0.0004474788,0.0008463915,0.00123552,0.0004878873,0.00269405],"category_scores_gemma":[0.01701285,0.0003604588,0.0003681347,0.001394807,0.0004236528,0.001236698,0.001267229,0.001120023,0.001576218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005577049,"about_ca_system_score_gemma":0.0004784722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003417576,"about_ca_topic_score_gemma":0.005228559,"domain_scores_codex":[0.9985286,0.0003004593,0.00009901184,0.0004323527,0.0005268596,0.0001126562],"domain_scores_gemma":[0.9951126,0.000914328,0.0008079794,0.001930993,0.001125194,0.0001089813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004465833,0.0001155123,0.1411764,0.000436155,0.0004077682,0.0003401592,0.0008578189,0.04879576,0.06686992,0.09552345,0.01493376,0.6300967],"study_design_scores_gemma":[0.00008945983,0.0002896719,0.2962002,0.000242703,0.0002226919,0.0007504118,0.0003210335,0.3719456,0.1062846,0.0681259,0.1551344,0.0003931932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1772743,0.001173516,0.7990192,0.0002905877,0.0009005095,0.00009197757,0.001428741,0.003934904,0.0158863],"genre_scores_gemma":[0.670993,0.0006905177,0.3169166,0.0002468533,0.0003296188,0.0001186277,0.002626035,0.0009899684,0.007088793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003417576,"threshold_uncertainty_score":0.01295584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312016260769477,"score_gpt":0.2945887360765332,"score_spread":0.2633871099995855,"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."}}