{"id":"W4417072955","doi":"10.1103/sxlz-t9gb","title":"Dark Energy Survey Year 3 Results: Cosmological constraints from second- and third-order shear statistics","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics; University of Waterloo","funders":"Mitchell Institute; Office of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Instituto Nacional de Ciência e Tecnologia: Física Nuclear e Aplicações; Center for Cosmology and Astroparticle Physics, Ohio State University; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; High Energy Physics; Deutsche Forschungsgemeinschaft; National Energy Research Scientific Computing Center; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; Higher Education Funding Council for England; Texas A and M University; University of Chicago; Bread and Roses Community Fund; University of Illinois at Urbana-Champaign; Financiadora de Estudos e Projetos; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Ministerio de Ciencia, Innovación y Universidades; Science and Technology Facilities Council; National Centre for Supercomputing Applications; European Regional Development Fund; U.S. Department of Energy; Fermilab; National Science Foundation","keywords":"Dark energy; Planck; Statistic; COSMIC cancer database; Shear (geology); Cosmology; Lambda-CDM model; Point (geometry); Function (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006783616,0.0005363111,0.0006268916,0.00189703,0.0002309568,0.001832657,0.0004529171,0.0006176488,0.00288582],"category_scores_gemma":[0.01496293,0.0001709505,0.001229724,0.001899529,0.0004073764,0.0006042341,0.0009024608,0.0007031705,0.0009613177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006285857,"about_ca_system_score_gemma":0.0005013217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01383765,"about_ca_topic_score_gemma":0.02506288,"domain_scores_codex":[0.9984663,0.0006528531,0.00009138764,0.0001872745,0.0004832378,0.0001189527],"domain_scores_gemma":[0.9850706,0.005878645,0.002858474,0.003201826,0.002325506,0.0006649907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003772951,0.0001703296,0.8282756,0.0003331691,0.003268305,0.0003428016,0.0002984701,0.01360436,0.004806023,0.03086669,0.04600619,0.0682551],"study_design_scores_gemma":[0.0001832714,0.0003734364,0.8867002,0.00009371922,0.00163287,0.0005686546,0.0003062021,0.02030164,0.01145339,0.01553356,0.06269732,0.0001557583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8557614,0.00796596,0.0295527,0.005911471,0.0008145175,0.00005257651,0.03677377,0.001012404,0.06215524],"genre_scores_gemma":[0.9806938,0.0004923219,0.005136169,0.0005429327,0.0001338842,0.0000111644,0.009204,0.0001343813,0.003651467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383765,"threshold_uncertainty_score":0.03587562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138131922581719,"score_gpt":0.387010447958356,"score_spread":0.3731972557001841,"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."}}