{"id":"W4210935634","doi":"10.1051/0004-6361/202142664","title":"Moment expansion of polarized dust SED: A new path towards capturing the CMB <i>B</i>-modes with LiteBIRD","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nuclear Physics; Agencia Estatal de Investigación; Office of Science; Japan Society for the Promotion of Science; Norges Forskningsråd; Istituto Nazionale di Astrofisica; Centre National de la Recherche Scientifique; Vetenskapsrådet; Swedish National Space Agency; Japan Aerospace Exploration Agency; U.S. Department of Energy; European Commission; Canadian Space Agency; National Energy Research Scientific Computing Center; Nuclear Safety and Security Commission; Deutsche Forschungsgemeinschaft; Centre National d’Etudes Spatiales; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche; National Aeronautics and Space Administration","keywords":"Physics; Cosmic microwave background; Astrophysics; Spectral density; Spectral line; Spectral index; sed; Polarization (electrochemistry); Computational physics; Spurious relationship; Astronomy; Optics; Anisotropy; Statistics","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":[0.0005132013,0.0005113917,0.0003263234,0.0005958933,0.0002193655,0.000764563,0.0007718399,0.0004412819,0.001133601],"category_scores_gemma":[0.001925922,0.0002861144,0.0006700165,0.0004381184,0.0003092186,0.0007877542,0.0006147177,0.0009530149,0.0004469048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555147,"about_ca_system_score_gemma":0.0003815455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00316313,"about_ca_topic_score_gemma":0.002110948,"domain_scores_codex":[0.9998846,0.00004528831,0.000004988511,0.00001773824,0.00003064521,0.00001676273],"domain_scores_gemma":[0.9995241,0.0001354616,0.00009028603,0.0001444,0.00005425928,0.00005154243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002204377,0.0000804984,0.01638676,0.00009296474,0.0001478311,0.0003823276,0.0003037851,0.8370647,0.03547919,0.05892475,0.003609803,0.04730696],"study_design_scores_gemma":[0.000007024789,0.00001374348,0.003142535,0.000009400789,0.000006072199,0.00006183333,0.00001606932,0.9850361,0.001441453,0.0074276,0.002819083,0.00001911897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1500603,0.0004572447,0.840716,0.0004867779,0.00007102096,0.00003980702,0.0007268916,0.002345917,0.00509605],"genre_scores_gemma":[0.7634153,0.0005264927,0.2311212,0.0002417924,0.0002192962,0.00009680282,0.001221975,0.001412067,0.001745023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00316313,"threshold_uncertainty_score":0.006289423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006247444849668361,"score_gpt":0.2025804942233677,"score_spread":0.1963330493736994,"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."}}