{"id":"W3081572918","doi":"10.3847/1538-4357/ac1596","title":"CMB-S4: Forecasting Constraints on Primordial Gravitational Waves","year":2022,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; Simon Fraser University; University of British Columbia; McGill University; Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Lawrence Berkeley National Laboratory; SLAC National Accelerator Laboratory; Fermilab; Science and Technology Facilities Council; Office of Science; Nuclear Safety and Security Commission; Agence Nationale de la Recherche; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Argonne National Laboratory; U.S. Department of Energy; European Commission; National Energy Research Scientific Computing Center; Canadian Institute for Advanced Research; Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Alfred P. Sloan Foundation; National Aeronautics and Space Administration; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Harvard University; National Science Foundation","keywords":"Cosmic microwave background; Gravitational wave; Physics; Gravitational lens; Gravitation; Astrophysics; Sky; Polarization (electrochemistry); Astronomy; Redshift; Optics; Galaxy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002775083,0.0001219407,0.0001371122,0.00004321748,0.001377182,0.00006415637,0.0002550846,0.00001002773,0.0015513],"category_scores_gemma":[0.00001772412,0.00008907435,0.0001650599,0.0001229694,0.0002835885,0.00007290905,0.00009212964,0.0007350227,0.00004605495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002926464,"about_ca_system_score_gemma":0.00009497633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003686066,"about_ca_topic_score_gemma":9.395326e-8,"domain_scores_codex":[0.9988363,0.0002732121,0.0002025258,0.0001280325,0.0003136121,0.0002462731],"domain_scores_gemma":[0.9992199,0.000368324,0.0001669046,0.0001141412,0.00005799196,0.00007273391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002182364,0.0002251339,0.003252364,8.65784e-7,0.0001260125,0.00001445983,0.0008371848,0.002533461,0.001176883,0.9158496,0.001514984,0.07425085],"study_design_scores_gemma":[0.0008356849,0.000466554,0.03827337,0.000007382989,0.00004139963,0.00008789749,0.002557602,0.0001923596,0.0002931104,0.9561765,0.0008995293,0.0001686113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800087,0.000006550461,0.01554451,0.001864301,0.0005906582,0.0001141137,0.00009763346,0.00001433845,0.001759191],"genre_scores_gemma":[0.9970139,5.00252e-8,0.001349023,0.0002313739,0.001070324,0.00002184993,0.00002864343,0.00001145752,0.0002733256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07408224,"threshold_uncertainty_score":0.9999229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592988899953288,"score_gpt":0.2498183196093684,"score_spread":0.2338884306098355,"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."}}