{"id":"W4389548443","doi":"10.1103/physrevd.108.123518","title":"Hyper Suprime-Cam Year 3 results: Cosmology from cosmic shear two-point correlation functions","year":2023,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Japan Society for the Promotion of Science; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Toray Science Foundation; University of Tokyo; High Energy Accelerator Research Organization; National Astronomical Observatory of Japan; Ministry of Education, Culture, Sports, Science and Technology; Queen's University; Core Research for Evolutional Science and Technology; Cabinet Office, Government of Japan; Space Telescope Science Institute; Los Alamos National Laboratory; Princeton University; Johns Hopkins University; Max-Planck-Gesellschaft; Simons Foundation; Gordon and Betty Moore Foundation; Queen's University Belfast; National Aeronautics and Space Administration; National Central University; Eötvös Loránd Tudományegyetem; Academia Sinica; Japan Science and Technology Agency; Smithsonian Institution; U.S. Department of Energy; Durham University; National Science Foundation","keywords":"Physics; Astrophysics; Redshift; Cosmology; Galaxy; Photometric redshift; Cosmic microwave background; Observational cosmology; COSMIC cancer database; Astronomy; Reionization; Dark matter; Redshift survey","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":[0.006098279,0.001004128,0.001153906,0.003027717,0.0006631308,0.003536123,0.001058936,0.0006949976,0.01385681],"category_scores_gemma":[0.0157789,0.0002931179,0.001117016,0.003192204,0.0009143928,0.002441435,0.00164851,0.002307232,0.003169977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328498,"about_ca_system_score_gemma":0.001504441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007815666,"about_ca_topic_score_gemma":0.006050658,"domain_scores_codex":[0.9988451,0.0005369551,0.00005902652,0.0001730083,0.0003153578,0.00007050576],"domain_scores_gemma":[0.9921435,0.002906846,0.0009902372,0.001692153,0.001604835,0.000662486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008254168,0.00005068123,0.02036663,0.001359334,0.0007390039,0.0002201954,0.0002155694,0.005610715,0.0004780236,0.5471531,0.2713251,0.1516561],"study_design_scores_gemma":[0.0002497974,0.0001237647,0.08550006,0.001182729,0.0005947249,0.0003804874,0.0001573304,0.01007118,0.001240323,0.6419882,0.2583343,0.0001769723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1114246,0.1818893,0.1063844,0.06859113,0.01630132,0.0001989579,0.06905109,0.005000044,0.4411592],"genre_scores_gemma":[0.8265041,0.03778714,0.0333052,0.009384103,0.01109973,0.0004790288,0.04174441,0.003851778,0.03584451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01385681,"threshold_uncertainty_score":0.04635561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512478049650862,"score_gpt":0.3479961230117621,"score_spread":0.3328713425152535,"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."}}