{"id":"W4280603756","doi":"10.1051/0004-6361/202243285","title":"The WISSH quasars project","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Brookhaven National Laboratory; Japan Society for the Promotion of Science; Leibniz-Institut für Astrophysik Potsdam; European Southern Observatory; York University; Istituto Nazionale di Astrofisica; Arizona Board of Regents; College of Engineering, Michigan State University; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Ministero dell’Istruzione, dell’Università e della Ricerca; Carnegie Mellon University; Leibniz-Gemeinschaft; University of Notre Dame; University of Arizona; Harvard University; Ohio State University; National Astronomical Observatory of Japan; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; National Science Foundation; University of Minnesota; Office of Science; Ohio Board of Regents; European Commission; U.S. Department of Energy","keywords":"Physics; Astrophysics; Quasar; Sky; Telescope; Subaru Telescope; Rest frame; Spectral line; Astronomy; Large Binocular Telescope; Emission spectrum; Galaxy; Redshift","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":[0.002032509,0.0009462067,0.0003772998,0.004168869,0.0007706522,0.00209765,0.001267835,0.000411647,0.03776878],"category_scores_gemma":[0.001788881,0.000285959,0.000583261,0.002402581,0.0003221418,0.001284806,0.004643016,0.000723995,0.02743413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003461719,"about_ca_system_score_gemma":0.0009451903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006707672,"about_ca_topic_score_gemma":0.01137927,"domain_scores_codex":[0.9993136,0.0001185647,0.00003277183,0.0001121037,0.0002700906,0.0001529609],"domain_scores_gemma":[0.9989173,0.0001115202,0.0001167149,0.0003505297,0.0002196582,0.0002842016],"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":[0.0004400211,0.0002314362,0.03021651,0.0003687364,0.0001944209,0.0003150047,0.0005710723,0.0007118162,0.002001766,0.01817647,0.6328065,0.3139663],"study_design_scores_gemma":[0.0001456019,0.00007433142,0.03719692,0.0001810656,0.00006455464,0.0002954373,0.0003626769,0.00115378,0.0006620072,0.009173406,0.9506591,0.00003123538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09563244,0.006644594,0.02471339,0.004921882,0.001753565,0.0009467282,0.5000802,0.03301957,0.3322875],"genre_scores_gemma":[0.07726826,0.0025757,0.02543104,0.001235641,0.0006230525,0.0007405758,0.7645206,0.003874967,0.1237301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03776878,"threshold_uncertainty_score":0.1263492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007062597585299783,"score_gpt":0.2030282964523963,"score_spread":0.1959656988670966,"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."}}