{"id":"W3203422577","doi":"10.3847/1538-4357/ac439a","title":"Dissecting Nearby Galaxies with piXedfit. I. Spatially Resolved Properties of Stars, Dust, and Gas as Revealed by Panchromatic SED Fitting","year":2022,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; University of Colorado Boulder; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; East Asian Core Observatories Association; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Universidad Nacional Autónoma de México; Vanderbilt University; Ulsan National Institute of Science and Technology; University of Oxford; Ministry of Science and Technology, Taiwan; York University; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; Academia Sinica; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Yale University; National Science Foundation","keywords":"Physics; Astrophysics; Galaxy; Dust lane; Spectral energy distribution; Star formation; Spiral galaxy; Metallicity; Stars; Stellar mass; Astronomy; Stellar population; Circumstellar dust; Cosmic dust","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":[0.0005034773,0.000345818,0.0002742342,0.001447097,0.0002526266,0.0005980047,0.0003745492,0.0001840074,0.001284004],"category_scores_gemma":[0.001124311,0.0002305094,0.0005194056,0.001231698,0.0001285358,0.0003043381,0.0004273486,0.0001640249,0.0003644281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000257647,"about_ca_system_score_gemma":0.0001322831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002847672,"about_ca_topic_score_gemma":0.003148919,"domain_scores_codex":[0.9998558,0.00002274018,0.00001155241,0.00006944103,0.00002722363,0.00001336248],"domain_scores_gemma":[0.9995105,0.0001439973,0.00009487083,0.000137764,0.00006676843,0.00004618457],"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":[0.0003964233,0.0001601188,0.772696,0.0001302401,0.000487443,0.0006182038,0.00158258,0.06047269,0.04176482,0.00147241,0.003259104,0.11696],"study_design_scores_gemma":[0.00003957047,0.0001012228,0.6921139,0.00001578508,0.0001113338,0.0003579474,0.0004047982,0.2854163,0.01433297,0.0009637512,0.006108069,0.00003440724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746909,0.0001404781,0.01897808,0.00003649106,0.000007379722,0.00001829996,0.002081573,0.003062307,0.0009845389],"genre_scores_gemma":[0.9607795,0.00005746686,0.0355355,0.00001612203,0.000008272422,0.00002166425,0.002892099,0.0003502736,0.0003390957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002847672,"threshold_uncertainty_score":0.005662203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007024470783525915,"score_gpt":0.1896243372724526,"score_spread":0.1825998664889266,"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."}}