{"id":"W2796602382","doi":"10.1051/0004-6361/201832832","title":"Three-dimensional maps of interstellar dust in the Local Arm: using <i>Gaia</i>, 2MASS, and APOGEE-DR14","year":2018,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Universidad Nacional Autónoma de México; Ministério da Ciência, Tecnologia e Inovação; Centre National d’Etudes Spatiales; Agence Nationale de la Recherche; University of Oxford; York University; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; University of Washington; European Space Agency; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; Smithsonian Institution; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; National Science Foundation","keywords":"Extinction (optical mineralogy); Photometry (optics); Milky Way; Cosmic dust; Dust lane; Calibration; Interstellar medium","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":[0.0001737725,0.0002251923,0.0001854693,0.002858356,0.0001897518,0.000859751,0.0002432027,0.0002288366,0.001401703],"category_scores_gemma":[0.0005390702,0.0001535106,0.0004366256,0.001751876,0.0001137306,0.0002373301,0.0006739942,0.000170591,0.000611641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004152677,"about_ca_system_score_gemma":0.0002644987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205259,"about_ca_topic_score_gemma":0.02149128,"domain_scores_codex":[0.9998764,0.00001071252,0.000007412842,0.00005505729,0.00003019205,0.0000203193],"domain_scores_gemma":[0.9996583,0.00003454041,0.00008745013,0.00006881048,0.00007656433,0.00007427433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000479801,0.0001934788,0.8062493,0.0002500257,0.0004941018,0.000706801,0.0008968282,0.01808657,0.04929746,0.000778701,0.004799465,0.1177675],"study_design_scores_gemma":[0.0000170067,0.00002401815,0.9826242,0.00002024683,0.00007372306,0.0001451739,0.0001485814,0.01084748,0.001832007,0.0002582815,0.003991241,0.00001806136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800976,0.0002176599,0.005361459,0.00005536103,0.000009612135,0.00002753635,0.01029759,0.0007615363,0.003171754],"genre_scores_gemma":[0.9719896,0.00014447,0.01394324,0.00001899765,0.00002131296,0.00002432661,0.013159,0.0001284628,0.0005705164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01205259,"threshold_uncertainty_score":0.02396488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012963371275932,"score_gpt":0.2233092080231526,"score_spread":0.2103458367472206,"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."}}