{"id":"W3208324124","doi":"10.3847/1538-4357/ac5e36","title":"The Simons Observatory: Galactic Science Goals and Forecasts","year":2022,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Science and Technology Facilities Council; David and Lucile Packard Foundation; Istituto Nazionale di Fisica Nucleare; European Commission; National Science Foundation; Royal Society; European Research Council; Gordon and Betty Moore Foundation; Simons Foundation; Massachusetts Institute of Technology; Alfred P. Sloan Foundation; Ministry of Education, Culture, Sports, Science and Technology; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Polarization (electrochemistry); Milky Way; Observatory; Astronomy; Sky; Line-of-sight; Cosmic microwave background; Active galactic nucleus; Galaxy; Anisotropy; Optics","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":[0.002939768,0.0009952608,0.0003596507,0.002050571,0.00104462,0.004049094,0.0008901292,0.001296495,0.01638265],"category_scores_gemma":[0.004511807,0.0003063713,0.0002550716,0.002438618,0.0005001656,0.002016592,0.001795451,0.001516586,0.008615267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003265912,"about_ca_system_score_gemma":0.006541623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07434551,"about_ca_topic_score_gemma":0.0480006,"domain_scores_codex":[0.9990705,0.0001443105,0.00004932605,0.0001039975,0.000462057,0.0001698737],"domain_scores_gemma":[0.9972144,0.0002635365,0.0003790079,0.0002278905,0.0009238169,0.0009914822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004512151,0.00007636152,0.03129726,0.0003313411,0.00001932302,0.0002283076,0.0003997918,0.007624313,0.002021492,0.04721731,0.8169373,0.09339596],"study_design_scores_gemma":[0.0001099213,0.00004503505,0.02073209,0.0001917509,0.00001116112,0.00003796656,0.0005173231,0.005320808,0.001066394,0.01398375,0.9579319,0.00005180484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09042975,0.01033175,0.01240907,0.1326857,0.00680605,0.0006268048,0.1928387,0.007452193,0.54642],"genre_scores_gemma":[0.5520729,0.01216811,0.06093855,0.006818132,0.00578232,0.0007971166,0.2200057,0.002267214,0.13915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07434551,"threshold_uncertainty_score":0.1478256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670056575556654,"score_gpt":0.2481174555205371,"score_spread":0.2314168897649706,"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."}}