{"id":"W3100853254","doi":"10.1051/0004-6361/202038809","title":"The LOFAR Two-meter Sky Survey: Deep Fields Data Release 1","year":2020,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Institut national des sciences de l'Univers; Science and Technology Facilities Council; Canadian Space Agency; Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; Science Mission Directorate; Smithsonian Astrophysical Observatory; Jet Propulsion Laboratory; Eötvös Loránd Tudományegyetem; National Central University; Max-Planck-Gesellschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Queen's University; National Science Foundation; Science Foundation Ireland; University of California, Los Angeles; University of Hertfordshire; Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Commonwealth Scientific and Industrial Research Organisation; Gordon and Betty Moore Foundation; Queen's University Belfast; Narodowym Centrum Nauki; Bundesministerium für Bildung und Forschung; Max-Planck-Institut für Astronomie; University of Edinburgh; Centre National de la Recherche Scientifique; University of Oxford; Université d'Orléans; Leverhulme Trust; Natural Sciences and Engineering Research Council of Canada; Durham University; FP7 International Cooperation; 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","keywords":"LOFAR; Physics; Redshift; Active galactic nucleus; Astrophysics; Sky; Galaxy; Photometric redshift; Population; Quasar; Hubble Deep Field; Astronomy; Radio telescope","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":[0.002096225,0.0008522633,0.0007001384,0.002838772,0.0005460651,0.001023062,0.001325508,0.0005032567,0.01480875],"category_scores_gemma":[0.003366301,0.0005020502,0.0004588154,0.003103259,0.0002559332,0.0007704265,0.001450777,0.0007715758,0.01695254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006320188,"about_ca_system_score_gemma":0.0009181179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01738496,"about_ca_topic_score_gemma":0.02640587,"domain_scores_codex":[0.9990164,0.0001572226,0.00007472345,0.0001935811,0.0003596443,0.0001984183],"domain_scores_gemma":[0.9978796,0.0001850395,0.0004719406,0.000698899,0.0004847021,0.0002797691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004631367,0.0002612811,0.2234167,0.0004866355,0.0002370874,0.000211362,0.0003740166,0.003174903,0.007132334,0.002672025,0.6728781,0.08869239],"study_design_scores_gemma":[0.0002345899,0.0001302152,0.5328624,0.0001628885,0.00006938906,0.0003759697,0.0002104826,0.003196795,0.002482023,0.001866294,0.4583261,0.0000828398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.08834335,0.000574555,0.01784808,0.000651755,0.0001116582,0.000658372,0.8617263,0.005860492,0.02422542],"genre_scores_gemma":[0.05000236,0.0001509005,0.01835,0.0003573759,0.00008132024,0.0005489062,0.925024,0.0006626814,0.004822352],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01738496,"threshold_uncertainty_score":0.04954016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715772881784603,"score_gpt":0.218929357279559,"score_spread":0.201771628461713,"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."}}