{"id":"W4409766579","doi":"10.1103/physrevd.111.083543","title":"Interacting dark sector within ETHOS: Cosmological constraints from SPT cluster abundance with DES and HST weak lensing data","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. 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David and Lucile Packard Foundation; Fermilab; Texas A and M University; University of Chicago; Higher Education Funding Council for England; Stanford University; Financiadora de Estudos e Projetos; University of Nottingham; National Science Foundation; University of Michigan; Ohio State University; Ministerio de Ciencia e Innovación; European Commission; Centres de Recerca de Catalunya; European Space Agency","keywords":"Ethos; Cluster (spacecraft); Abundance (ecology); Physics; Astrophysics; Weak gravitational lensing; Astronomy; Ecology; Political science; Computer science; Redshift; Galaxy; Biology","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":[0.001222275,0.0005543946,0.0003752974,0.0009154454,0.0003888004,0.001335125,0.0005588684,0.000288944,0.002454297],"category_scores_gemma":[0.003162565,0.0002503815,0.0003418134,0.0009869161,0.000502228,0.001183063,0.001274885,0.0002830604,0.0003800559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004661228,"about_ca_system_score_gemma":0.0004953126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073385,"about_ca_topic_score_gemma":0.01746159,"domain_scores_codex":[0.9995257,0.0001559941,0.00002805534,0.0001183475,0.0001018135,0.00007021074],"domain_scores_gemma":[0.9973398,0.0007618396,0.0008180871,0.0005260888,0.0002026704,0.0003515178],"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":[0.001142802,0.0001647235,0.8330112,0.0001673054,0.0003587839,0.001144793,0.0005202688,0.07292248,0.01277349,0.05668304,0.002752449,0.01835875],"study_design_scores_gemma":[0.0002009736,0.0001826796,0.4181171,0.00005859349,0.0001677782,0.0005154273,0.0005804898,0.5211573,0.009421517,0.03786902,0.01163606,0.00009306141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863865,0.00007816811,0.00624834,0.0001076893,0.000003776966,0.00001173978,0.001527883,0.00006850278,0.005567367],"genre_scores_gemma":[0.9946525,0.00004337977,0.002750462,0.00001732771,0.000009774975,0.000007422514,0.002153625,0.00003310606,0.0003323165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073385,"threshold_uncertainty_score":0.02134275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702746249607974,"score_gpt":0.3821552936413193,"score_spread":0.3551278311452396,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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