{"id":"W4289618081","doi":"10.1051/0004-6361/201833249","title":"The WISSH quasars project","year":2018,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Brookhaven National Laboratory; National Institutes of Natural Sciences; Fundação para a Ciência e a Tecnologia; Korea Astronomy and Space Science Institute; Deutsche Forschungsgemeinschaft; York University; Science and Technology Facilities Council; Carnegie Mellon University; Office of Science; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; College of Engineering, Michigan State University; U.S. Department of Energy; National Radio Astronomy Observatory; Harvard University; Ohio State University; National Science Foundation; National Astronomical Observatory of Japan; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; University of Arizona; European Commission","keywords":"Physics; QSOS; Astrophysics; Galaxy; Redshift; Merge (version control); Quasar; Stellar mass; Astronomy; Star formation","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":[0.00147882,0.0008571215,0.0003055306,0.003163315,0.0006142137,0.001774311,0.00107242,0.0004080307,0.02972094],"category_scores_gemma":[0.001250449,0.0002459808,0.000477248,0.001658007,0.0002968909,0.001098663,0.004304684,0.0006285458,0.0166038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002919198,"about_ca_system_score_gemma":0.0007189045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005037084,"about_ca_topic_score_gemma":0.007449159,"domain_scores_codex":[0.9994568,0.00009585719,0.00002202404,0.00008564506,0.0001909763,0.0001485896],"domain_scores_gemma":[0.9991682,0.00008324732,0.0001121006,0.0002196804,0.0001382437,0.0002785732],"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":[0.0005782266,0.0002051179,0.04229279,0.0004125866,0.0002283101,0.0003544228,0.0006412626,0.0006173485,0.00268042,0.02086256,0.6819361,0.2491909],"study_design_scores_gemma":[0.0002376795,0.00008710998,0.05689052,0.0001792071,0.00006432196,0.0004204499,0.0003386591,0.0009904749,0.0007279197,0.008454278,0.9315783,0.00003101042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1373741,0.008706848,0.01881957,0.00533885,0.001314841,0.0008926982,0.5344245,0.03045981,0.2626688],"genre_scores_gemma":[0.1274956,0.002430407,0.02257136,0.001425147,0.0006639839,0.0006667,0.7640744,0.002772537,0.07789984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02972094,"threshold_uncertainty_score":0.09942645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00762412036517302,"score_gpt":0.2141254456251768,"score_spread":0.2065013252600038,"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."}}