{"id":"W4205961970","doi":"10.1093/mnras/stab3584","title":"Impact of Point Spread Function Higher Moments Error on Weak Gravitational Lensing","year":2021,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Huntington Society of Canada; Smithsonian Astrophysical Observatory; National Astronomical Observatory of Japan; Centre National de la Recherche Scientifique; Queen's University Belfast; University of Tokyo; High Energy Accelerator Research Organization; University of Edinburgh; Space Telescope Science Institute; National Central University; Los Alamos National Laboratory; Princeton University; Johns Hopkins University; University of Hawai'i; Eötvös Loránd Tudományegyetem; Japan Science and Technology Agency; U.S. Department of Energy; Ministry of Education, Culture, Sports, Science and Technology; Simons Foundation; Durham University; University of Maryland; National Aeronautics and Space Administration; British Interplanetary Society; National Science Foundation","keywords":"Weak gravitational lensing; Physics; Point spread function; Gravitational lens; Cosmology; Strong gravitational lensing; Gravitational lensing formalism; Galaxy; Multiplicative function; Astrophysics; Statistical physics; Optics; Redshift; Mathematical analysis","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":[0.006926463,0.0006290076,0.0006191278,0.0009910993,0.0005061458,0.001832079,0.0009512229,0.0009767541,0.002399172],"category_scores_gemma":[0.0410773,0.0004406989,0.0006854992,0.001248429,0.001242997,0.002343765,0.00115369,0.001161001,0.0005508376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504934,"about_ca_system_score_gemma":0.0007564469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151752,"about_ca_topic_score_gemma":0.007484543,"domain_scores_codex":[0.9973386,0.001060848,0.000132427,0.0005705557,0.0006310572,0.0002664266],"domain_scores_gemma":[0.9613522,0.02907371,0.002839703,0.003598715,0.002488872,0.0006467355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007734903,0.0001339326,0.4839394,0.0004330607,0.0005415382,0.0005902632,0.0004953365,0.4422648,0.0104094,0.02377835,0.003810368,0.03283003],"study_design_scores_gemma":[0.0001110183,0.0003566065,0.3029386,0.0003728623,0.0003017171,0.0007356013,0.0004088976,0.6443359,0.02299011,0.02093246,0.0062906,0.0002257148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518721,0.001315126,0.03270831,0.001373634,0.0001377749,0.00003651949,0.001213401,0.0008376461,0.01050557],"genre_scores_gemma":[0.9964805,0.0001370869,0.0025132,0.00009912852,0.0000188015,0.000006225923,0.0003026051,0.0001280507,0.0003144163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0151752,"threshold_uncertainty_score":0.03663105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346965128374974,"score_gpt":0.1957458575558851,"score_spread":0.1610493447183877,"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."}}