{"id":"W2955631081","doi":"10.1093/mnras/stz2547","title":"A SHARP view of H0LiCOW: H0 from three time-delay gravitational lens systems with adaptive optics imaging","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":246,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute for Digital Research and Education, University of California, Los Angeles; Institut national des sciences de l'Univers; European Research Council; Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; National Astronomical Observatory of Japan; East Asian Core Observatories Association; Max-Planck-Gesellschaft; W. M. Keck Foundation; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Centre National de la Recherche Scientifique; Chinese Academy of Sciences; California Institute of Technology; European Commission; Academia Sinica; Deutsche Forschungsgemeinschaft; National Science Foundation of Sri Lanka; Ministry of Education, Culture, Sports, Science and Technology; Korea Astronomy and Space Science Institute; National Aeronautics and Space Administration; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Physics; Gravitational lens; Adaptive optics; Lens (geology); Optics; Gravitation; Astronomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001437951,0.0002502776,0.0004829338,0.0000121224,0.0001005496,0.00004280344,0.0003303603,0.00004788917,0.00008932995],"category_scores_gemma":[0.000002827603,0.0001772532,0.000388041,0.00006570446,0.0002217573,0.0001391291,0.0001929694,0.0002390348,0.00002709668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005881137,"about_ca_system_score_gemma":0.00007777342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009883348,"about_ca_topic_score_gemma":0.000009529893,"domain_scores_codex":[0.9986289,0.00005098731,0.0004166414,0.0003238935,0.000284895,0.0002946846],"domain_scores_gemma":[0.9986984,0.0002367345,0.0004996796,0.0003440068,0.0001546722,0.00006648605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006903301,0.0001125851,0.1153285,0.00001587367,0.000453841,7.871884e-8,0.0002490003,0.8809592,0.0001429161,0.002262002,0.0001277471,0.0002792205],"study_design_scores_gemma":[0.0006934339,0.00008360726,0.05736113,0.0001842082,0.0001696233,9.57668e-9,0.0008386352,0.939984,0.0001654747,0.0001831274,0.0001255105,0.0002112967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931457,0.0001385416,0.003613274,0.0001211292,0.0001393011,0.0004164014,0.000572047,0.00001083318,0.001842785],"genre_scores_gemma":[0.9854395,4.46857e-8,0.01410327,0.0000131006,0.0001761217,0.000005680467,0.00005992754,0.00003158482,0.0001707484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0590247,"threshold_uncertainty_score":0.7228177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008326491791999647,"score_gpt":0.1938464591068689,"score_spread":0.1855199673148692,"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."}}