{"id":"W6884547754","doi":"10.1051/0004-6361/202243285/pdf","title":"The WISSH quasars project","year":2022,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"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":"Quasar; Telescope; Sky; Subaru Telescope; Large Binocular Telescope; Spectral line; Proper motion; Emission spectrum","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":[0.00210833,0.000966061,0.0003906297,0.004190498,0.0007854552,0.002164814,0.001328363,0.0004337107,0.03947258],"category_scores_gemma":[0.001855355,0.0002890933,0.0006004677,0.002369848,0.0003273711,0.001324594,0.004812332,0.0007377649,0.02850085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003588002,"about_ca_system_score_gemma":0.0009769124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006741981,"about_ca_topic_score_gemma":0.01143727,"domain_scores_codex":[0.9992755,0.0001254616,0.00003377165,0.000118485,0.0002878587,0.0001589728],"domain_scores_gemma":[0.9988813,0.0001162795,0.0001170964,0.0003616267,0.0002295108,0.0002942936],"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":[0.0004359379,0.0002326427,0.02921768,0.0003804596,0.000195681,0.0003149555,0.0005724265,0.0007158042,0.002064638,0.01957614,0.6260244,0.3202694],"study_design_scores_gemma":[0.0001398714,0.00007245017,0.03366153,0.0001859749,0.00006335883,0.0002885503,0.0003512164,0.001117863,0.0006648506,0.009196606,0.954227,0.00003068871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.08952868,0.006942775,0.02638396,0.005103716,0.00185044,0.0009418444,0.4975212,0.03371893,0.3380085],"genre_scores_gemma":[0.0743572,0.002681364,0.02704335,0.001250202,0.0006406446,0.0007220572,0.7624078,0.00404195,0.1268554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03947258,"threshold_uncertainty_score":0.132049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053824948664663,"score_gpt":0.2254880283041264,"score_spread":0.2149497788174797,"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."}}