{"id":"W3103779440","doi":"10.1051/0004-6361/201833562","title":"The LOFAR Two-metre Sky Survey","year":2018,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Science and Technology Facilities Council; Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; Science Mission Directorate; Smithsonian Astrophysical Observatory; Jet Propulsion Laboratory; Eötvös Loránd Tudományegyetem; Durham University; Istituto Nazionale di Astrofisica; Max-Planck-Gesellschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Queen's University; University of California, Los Angeles; University of Hertfordshire; Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Commonwealth Scientific and Industrial Research Organisation; European Research Council; Seventh Framework Programme; Gordon and Betty Moore Foundation; Queen's University Belfast; Bundesministerium für Bildung und Forschung; Max-Planck-Institut für Astronomie; University of Edinburgh; Centre National de la Recherche Scientifique; University of Oxford; National Central University; Université d'Orléans; Leverhulme Trust; Smithsonian Institution; Hintze Family Charitable Foundation; Space Telescope Science Institute; California Institute of Technology; European Commission; Los Alamos National Laboratory; Johns Hopkins University; National Aeronautics and Space Administration; National Science Foundation","keywords":"Physics; LOFAR; Astrophysics; Redshift; Sky; Declination; Quasar; Population; Astronomy; Photometry (optics); Luminosity function; Radio telescope; Galaxy; Stars","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":[0.00151194,0.0008078403,0.0006564533,0.00300893,0.0005689358,0.0007574965,0.001032096,0.0004678252,0.0178992],"category_scores_gemma":[0.001548826,0.0002439359,0.0004023333,0.001726023,0.0002287375,0.0007425114,0.001151694,0.0006746375,0.0148312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005680085,"about_ca_system_score_gemma":0.0007239594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01434644,"about_ca_topic_score_gemma":0.01696865,"domain_scores_codex":[0.9990271,0.0001743712,0.00003541269,0.0002284289,0.0003339211,0.0002007324],"domain_scores_gemma":[0.9989096,0.00006929994,0.000228067,0.0002837877,0.0003422764,0.0001670827],"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":[0.0006902027,0.0002293066,0.1553559,0.00058285,0.0003528841,0.0005573785,0.0003176092,0.002906265,0.01096153,0.007062599,0.6754319,0.1455515],"study_design_scores_gemma":[0.0003304399,0.0002130703,0.5029494,0.0002262731,0.0001133626,0.0006861189,0.0003748802,0.006741611,0.002146821,0.002868155,0.4832463,0.0001035863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2375531,0.004189772,0.05271932,0.001956261,0.0004180606,0.001135694,0.3522095,0.01488689,0.3349313],"genre_scores_gemma":[0.3767451,0.001584618,0.05510316,0.001358536,0.0005234289,0.0008776429,0.5213379,0.001480854,0.04098877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0178992,"threshold_uncertainty_score":0.05987877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00759731523101792,"score_gpt":0.2110876113723021,"score_spread":0.2034902961412841,"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."}}