{"id":"W4385749882","doi":"10.1093/mnras/stad2367","title":"Digging a little deeper: characterizing three new extreme ULX candidates","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Science and Technology Facilities Council; Planetary Science Division; Science Mission Directorate; Jet Propulsion Laboratory; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Queen's University Belfast; Queen's University; University of Leicester; Space Telescope Science Institute; University of Edinburgh; Johns Hopkins University; National Central University; Gordon and Betty Moore Foundation; National Science Foundation; European Space Agency; Eötvös Loránd Tudományegyetem; California Institute of Technology; National Aeronautics and Space Administration; Entomological Society of America; Durham University; Smithsonian Institution","keywords":"Physics; Astrophysics; Luminosity; Galaxy; Spiral galaxy; Astronomy","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":[0.0003412285,0.0003237262,0.0003901086,0.001755823,0.001008557,0.001826451,0.0005626788,0.0004673073,0.002575571],"category_scores_gemma":[0.0006943932,0.0001478926,0.0002509397,0.001119347,0.0006386173,0.0005874221,0.001706652,0.0004166708,0.0009297245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572553,"about_ca_system_score_gemma":0.0001305224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007862756,"about_ca_topic_score_gemma":0.0012549,"domain_scores_codex":[0.9998174,0.00001391273,0.0000116349,0.0000526828,0.00003488392,0.00006937198],"domain_scores_gemma":[0.9993304,0.0001059669,0.0001959907,0.00009467047,0.0000616672,0.0002112725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002604346,0.00007903832,0.9382071,0.00006159656,0.00003451055,0.001922051,0.001112107,0.0002382571,0.02302217,0.001963292,0.0006728266,0.03242666],"study_design_scores_gemma":[0.00001201307,0.0001389365,0.9785044,0.00004373655,0.000041558,0.003041245,0.001557791,0.001033407,0.004756501,0.001869375,0.00898162,0.00001939155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962044,0.000394006,0.001303969,0.0001003394,0.000006499184,0.00001313219,0.000125913,0.00003994894,0.001811764],"genre_scores_gemma":[0.9956024,0.0001672432,0.002229456,0.000153704,0.00002625471,0.00001346761,0.0008348585,0.0000228382,0.0009498436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002575571,"threshold_uncertainty_score":0.008616149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875525728542378,"score_gpt":0.2123457862347776,"score_spread":0.1935905289493538,"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."}}