{"id":"W6903476492","doi":"10.1051/0004-6361/201937161/pdf","title":"The XXL Survey","year":2020,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"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; Centre National d’Etudes Spatiales; University of Oxford; York University; 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; Max-Planck-Institut für Astrophysik; European Commission; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration","keywords":"Galaxy; Photometry (optics); Active galactic nucleus; Spectral line; Extinction (optical mineralogy); Emission spectrum; Spectroscopy; Light curve","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":[0.0006097662,0.000624138,0.0003389916,0.002321952,0.0005594215,0.0009850689,0.0008635469,0.0004040866,0.08209282],"category_scores_gemma":[0.0009310006,0.0001759522,0.0002313734,0.002310712,0.0001219511,0.0008467336,0.001364721,0.000421284,0.06272014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007172956,"about_ca_system_score_gemma":0.0009146978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007261282,"about_ca_topic_score_gemma":0.009769108,"domain_scores_codex":[0.9994377,0.00007359488,0.00004039264,0.0001190687,0.0001953678,0.0001338361],"domain_scores_gemma":[0.9993243,0.00005602472,0.0001802006,0.00008025155,0.0002320542,0.0001271039],"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":[0.0002747498,0.0001771178,0.1360156,0.0006964091,0.00005358625,0.0005365219,0.0009958604,0.000141755,0.003989222,0.005932711,0.715143,0.1360435],"study_design_scores_gemma":[0.00002945055,0.00007060819,0.1228652,0.000104477,0.00001294571,0.0003834486,0.0005892698,0.0002257909,0.0005485837,0.0003568831,0.8748018,0.00001157843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1475596,0.002020206,0.003121705,0.002195841,0.0004219317,0.0008338137,0.6059843,0.002064166,0.2357985],"genre_scores_gemma":[0.1157388,0.002509612,0.004897824,0.002373491,0.0004506316,0.00113577,0.6121446,0.0004223881,0.2603268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08209282,"threshold_uncertainty_score":0.2746279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473817665083854,"score_gpt":0.2198069678194808,"score_spread":0.2050687911686422,"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."}}