{"id":"W3041591453","doi":"10.1093/mnras/staa2066","title":"SPIDERS: overview of the X-ray galaxy cluster follow-up and the final spectroscopic data release","year":2020,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Suomen Tiedeseura; Universidad Nacional Autónoma de México; Max-Planck-Gesellschaft; Ministério da Ciência, Tecnologia e Inovação; Centre National d’Etudes Spatiales; Suomalainen Tiedeakatemia; Deutsche Forschungsgemeinschaft; University of Oxford; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Ministero dell’Istruzione, dell’Università e della Ricerca; 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; Higher Education Funding Council for England; National Aeronautics and Space Administration; California Department of Fish and Game; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; York University; Entomological Society of America; National Science Foundation","keywords":"Physics; Astrophysics; Galaxy cluster; Galaxy; Astronomy; Redshift; Sky; Brightest cluster galaxy; Spectrograph; Cosmology; Cluster (spacecraft); Spectral line","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":[0.005479821,0.001066345,0.0008124765,0.009147204,0.0006733724,0.002664043,0.00194729,0.0005367995,0.02138966],"category_scores_gemma":[0.007096778,0.000843961,0.001084159,0.006513511,0.0002675629,0.002091837,0.003448802,0.0008502108,0.02545221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213265,"about_ca_system_score_gemma":0.00257662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128649,"about_ca_topic_score_gemma":0.008516153,"domain_scores_codex":[0.997907,0.0002116808,0.0002543939,0.0004173031,0.0009686644,0.0002409801],"domain_scores_gemma":[0.9944419,0.0005631833,0.0006485914,0.001456169,0.001834447,0.001055782],"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":[0.0009900831,0.0002324915,0.08483268,0.001665849,0.0002941435,0.0005028572,0.000554841,0.0025976,0.009724798,0.005547516,0.4637102,0.4293469],"study_design_scores_gemma":[0.0000980952,0.0001872186,0.1265694,0.0003869357,0.00009483661,0.0005038481,0.0001328097,0.00152454,0.005830337,0.001530703,0.8630461,0.00009510887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.08189704,0.01562588,0.05683643,0.00416305,0.0008645303,0.003658308,0.7259371,0.04624125,0.06477638],"genre_scores_gemma":[0.0521743,0.004332227,0.07736859,0.0008758344,0.0005354224,0.002288835,0.8269002,0.008990676,0.02653383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02138966,"threshold_uncertainty_score":0.07155555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425155511318513,"score_gpt":0.2290640742102696,"score_spread":0.2048125190970845,"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."}}