{"id":"W4405850184","doi":"10.3847/1538-4357/ad957b","title":"HETDEX-LOFAR Spectroscopic Redshift Catalog∗","year":2024,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Leibniz-Gemeinschaft; Science and Technology Facilities Council; Science Mission Directorate; DST-NRF Centre Of Excellence In Tree Health Biotechnology; Smithsonian Astrophysical Observatory; U.S. Air Force; Department of Mechanical Engineering, University of Texas at Austin; Gauss Centre for Supercomputing; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Leibniz-Institut für Astrophysik Potsdam; Eötvös Loránd Tudományegyetem; Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Ludwig-Maximilians-Universität München; Durham University; Istituto Nazionale di Astrofisica; Max-Planck-Gesellschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Queen's University; Bundesministerium für Bildung und Forschung; National Science Foundation; Science Foundation Ireland; University of Hertfordshire; Space Telescope Science Institute; Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; University of Tokyo; University of Texas at Austin; Centre National de la Recherche Scientifique; Pennsylvania State University; University of Oxford; Los Alamos National Laboratory; Johns Hopkins University; Missouri University of Science and Technology; National Central University; Gordon and Betty Moore Foundation; Queen's University Belfast; Université d'Orléans; National Aeronautics and Space Administration; Smithsonian Institution","keywords":"Physics; LOFAR; Redshift; Astrophysics; Astronomy; Quasar; Red shift; Galaxy; 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":[0.001347092,0.000793091,0.0004693202,0.00873014,0.0005411534,0.001350847,0.000828304,0.0002510333,0.0181026],"category_scores_gemma":[0.002554284,0.0002813092,0.0003415079,0.004037462,0.0002180935,0.001041316,0.001530797,0.0003217416,0.01734738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000568471,"about_ca_system_score_gemma":0.0007619939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00578032,"about_ca_topic_score_gemma":0.005487999,"domain_scores_codex":[0.998978,0.00007446691,0.0001049011,0.0002660219,0.0004011907,0.0001754027],"domain_scores_gemma":[0.9959422,0.0002827003,0.001190162,0.001189314,0.001009178,0.0003865061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003507029,0.0003516604,0.5841064,0.0004299799,0.0002197541,0.0002806088,0.0005683619,0.00191322,0.01503144,0.009324419,0.2141211,0.1733024],"study_design_scores_gemma":[0.0001112015,0.00008114933,0.7008472,0.00008298227,0.00008804956,0.0003454912,0.0002319394,0.002452984,0.008548836,0.002264834,0.2848773,0.00006797288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3620469,0.0006665046,0.0279562,0.0003172565,0.0001334287,0.0005216483,0.5559434,0.006814899,0.04559968],"genre_scores_gemma":[0.1687436,0.0003027697,0.02101959,0.0002303386,0.0001389017,0.000516621,0.797265,0.0004747218,0.01130843],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0181026,"threshold_uncertainty_score":0.06055921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006666012885869948,"score_gpt":0.2234640145939542,"score_spread":0.2167980017080842,"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."}}