{"id":"W2951409728","doi":"10.1051/0004-6361/201935547","title":"DustPedia: the relationships between stars, gas, and dust for galaxies residing in different environments","year":2019,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; National Astronomical Observatories, Chinese Academy of Sciences; Smithsonian Astrophysical Observatory; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Universidad Nacional Autónoma de México; Science and Technology Facilities Council; University of Colorado Boulder; KU Leuven; Ministério da Ciência, Tecnologia e Inovação; Bundesministerium für Verkehr, Innovation und Technologie; Centre National d’Etudes Spatiales; University of Oxford; York University; Centre National de la Recherche Scientifique; Carnegie Institution for Science; Ohio State University; UK Space Agency; Cardiff University; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; University of Utah; Carnegie Institution of Washington; Imperial College London; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Vanderbilt University; Yale University; European Commission; California Institute of Technology; National Aeronautics and Space Administration","keywords":"Galaxy; Star formation; Virgo Cluster; Chemical evolution; Galaxy cluster; Stellar mass; Galaxy formation and evolution; Elliptical galaxy","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":[0.0003273895,0.0003274644,0.0004452893,0.002159998,0.0002554357,0.0009305878,0.0003847493,0.0001974426,0.001623632],"category_scores_gemma":[0.001909738,0.0001626916,0.0005475124,0.00130623,0.0002846362,0.0004633498,0.0008487526,0.0002749174,0.0004015274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534811,"about_ca_system_score_gemma":0.0001433096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004274445,"about_ca_topic_score_gemma":0.003257941,"domain_scores_codex":[0.999707,0.0000432111,0.00002502298,0.0001278753,0.00004990758,0.00004685853],"domain_scores_gemma":[0.9990552,0.0002755461,0.0002699909,0.0001768453,0.00008115252,0.000141362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007849126,0.00001497308,0.9929213,0.00002169392,0.0001388571,0.00007448972,0.00009187881,0.0008835503,0.001549006,0.0001441342,0.0002136085,0.003868006],"study_design_scores_gemma":[0.000003872849,0.0000439923,0.9943949,0.000003185724,0.00003323279,0.000362042,0.0001834383,0.002579888,0.0008310543,0.000165835,0.001392983,0.000005621549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963787,0.0001219505,0.0005783651,0.00001691921,0.000002977177,0.000007983409,0.002213136,0.0000392015,0.0006408362],"genre_scores_gemma":[0.9966679,0.00004691078,0.0005716413,0.000004406752,0.000003713357,0.000007779794,0.002485225,0.00001048329,0.0002018234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004274445,"threshold_uncertainty_score":0.008499146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209081582750047,"score_gpt":0.1950816726558385,"score_spread":0.182990856828338,"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."}}