{"id":"W3012235159","doi":"10.1051/0004-6361/201937161","title":"The XXL Survey","year":2020,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":12,"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; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Centre National d’Etudes Spatiales; University of Oxford; York University; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; European Regional Development Fund; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Vanderbilt University; Agencia Estatal de Investigación; Yale University; European Commission; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration","keywords":"Photometry (optics); Galaxy; Active galactic nucleus; Spectral line; Extinction (optical mineralogy); Light curve; Spectroscopy; Spectral energy distribution; Emission spectrum","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":[0.0005891684,0.0006277717,0.0003302037,0.00232397,0.0005419331,0.0009645977,0.0008448123,0.0003942577,0.08220997],"category_scores_gemma":[0.000866717,0.0001792654,0.000223482,0.002245786,0.0001228329,0.0008261884,0.001334595,0.0003876117,0.06147423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006929186,"about_ca_system_score_gemma":0.0008435626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006528599,"about_ca_topic_score_gemma":0.008957211,"domain_scores_codex":[0.9994329,0.00007191439,0.00004040631,0.0001177536,0.0002011491,0.0001359097],"domain_scores_gemma":[0.9993436,0.00005326904,0.0001860251,0.00007785255,0.0002120021,0.0001271597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002880564,0.0001921672,0.1539675,0.0006668609,0.00005297653,0.0005676118,0.0009826649,0.0001483405,0.004508843,0.005713301,0.6912238,0.1416878],"study_design_scores_gemma":[0.0000313925,0.00007854396,0.1407578,0.00009031177,0.000013049,0.0003887142,0.0005448998,0.0002479455,0.0006092314,0.0003389491,0.8568875,0.00001165025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1620148,0.001881507,0.003040042,0.002183278,0.0003939103,0.0008450063,0.5894358,0.002016608,0.238189],"genre_scores_gemma":[0.1274164,0.002374221,0.004851144,0.002359738,0.0004438472,0.001116674,0.5829002,0.0004110814,0.2781267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08220997,"threshold_uncertainty_score":0.2750198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029074992008497,"score_gpt":0.1947956552258436,"score_spread":0.1845049053057587,"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."}}