{"id":"W3210343906","doi":"10.1093/mnras/stac1946","title":"Fuzzy dark matter and the Dark Energy Survey Year 1 data","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"SLAC National Accelerator Laboratory; Argonne National Laboratory; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; University of Illinois at Urbana-Champaign; Connaught Fund; Ludwig-Maximilians-Universität München; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Menzies Centre for Australian Studies, King's College London, University of London; University of Toronto; Ministério da Ciência, Tecnologia e Inovação; Bundesministerium für Bildung und Forschung; Georg-August-Universität Göttingen; Deutsche Forschungsgemeinschaft; University of Edinburgh; Consejo Superior de Investigaciones Científicas; University of Sussex; National Aeronautics and Space Administration; University College London; Eidgenössische Technische Hochschule Zürich; National Centre for Supercomputing Applications; King's College London; University of Portsmouth; University of Chicago; Texas A and M University; University of Cambridge; Canadian Institute for Advanced Research; University of California, Santa Cruz; Ohio State University; University of Nottingham; Stanford University; Higher Education Funding Council for England; Lawrence Berkeley National Laboratory; Financiadora de Estudos e Projetos; University of Pennsylvania; Alexander von Humboldt-Stiftung; Alfred P. Sloan Foundation; University of Michigan; U.S. Department of Energy; Fermilab; National Science Foundation","keywords":"Physics; Dark matter; Weak gravitational lensing; Astrophysics; Dark energy; Cold dark matter; Cosmic microwave background; Planck; Gravitational lens; Dark matter halo; Matter power spectrum; Galaxy; Halo; Cosmology; Anisotropy; Redshift; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002524058,0.0003077698,0.000334408,0.001644508,0.0002037509,0.0008987345,0.0004517632,0.0003859427,0.002492817],"category_scores_gemma":[0.006937376,0.0001360315,0.0004222538,0.001217249,0.0002975488,0.0003845088,0.0007178132,0.0003512157,0.0004071242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006010815,"about_ca_system_score_gemma":0.0002104359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01861633,"about_ca_topic_score_gemma":0.01411266,"domain_scores_codex":[0.99924,0.0002714072,0.00004863946,0.0001822135,0.0001611854,0.00009659552],"domain_scores_gemma":[0.9947907,0.002294687,0.001433476,0.0007376341,0.0004262793,0.0003172289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005600345,0.00003537903,0.9595382,0.00009957692,0.0003146744,0.0000865471,0.00006943757,0.02259872,0.001557494,0.001963688,0.00252242,0.01065386],"study_design_scores_gemma":[0.00001738986,0.000053993,0.9672223,0.00002043679,0.00004663462,0.00006345037,0.00006931793,0.02700884,0.001597976,0.0007376798,0.003136133,0.00002595724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767724,0.0002345301,0.001330612,0.0002168412,0.00001320755,0.00001138727,0.01913993,0.00009694685,0.002184244],"genre_scores_gemma":[0.9839529,0.00004740787,0.0007075085,0.00003735807,0.000009670322,0.000007582958,0.01488342,0.00001290367,0.0003413658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01861633,"threshold_uncertainty_score":0.03701591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075028307889376,"score_gpt":0.2045135314092458,"score_spread":0.1937632483303521,"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."}}