{"id":"W4386346173","doi":"10.48550/arxiv.2308.15551","title":"The New Swift/UVOT+MaNGA (SwiM) Value-added Catalog","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Astrophysics Science Division; Smithsonian Astrophysical Observatory; University of Colorado Boulder; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Universidad Nacional Autónoma de México; Max-Planck-Institut für Astrophysik; Nuclear Safety and Security Commission; Pennsylvania State University; University of Oxford; Astrophysics Division; York University; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Goddard Space Flight Center; Alfred P. Sloan Foundation; Johns Hopkins University; University of Washington; Carnegie Institution of Washington; University of Utah; University of Leicester; Ohio State University; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Willard L. Eccles Charitable Foundation; Smithsonian Institution; U.S. Department of Energy; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration","keywords":"Astrophysics; Physics; Galaxy; Swift; Redshift; Star formation; Angular resolution (graph drawing); Universe; 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":[0.001476042,0.000983402,0.0009491357,0.008417271,0.00108963,0.002528684,0.002736111,0.0006380439,0.0445839],"category_scores_gemma":[0.004330934,0.0007763126,0.0006598114,0.007243588,0.0002241307,0.00256837,0.002867703,0.0008834919,0.04935225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012644,"about_ca_system_score_gemma":0.001742027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00906802,"about_ca_topic_score_gemma":0.008828566,"domain_scores_codex":[0.998768,0.0000865688,0.000118167,0.0002663043,0.0005328187,0.0002281528],"domain_scores_gemma":[0.9962066,0.000247477,0.000463741,0.001071681,0.001486048,0.0005244252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001185874,0.00005239801,0.01754928,0.0003450745,0.00004512263,0.0001303125,0.00009271922,0.000624998,0.001345674,0.003465084,0.9036813,0.0725494],"study_design_scores_gemma":[0.00005904487,0.00002140288,0.02211934,0.000077804,0.00003633319,0.0001876462,0.00004944744,0.001349416,0.001057317,0.002456064,0.9725427,0.00004333596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01774033,0.001145583,0.01198785,0.0006140201,0.0005978903,0.0003197473,0.908926,0.01467805,0.04399059],"genre_scores_gemma":[0.009779777,0.0002839583,0.01566782,0.0002702921,0.0003800648,0.0003371982,0.9609737,0.002028309,0.01027879],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0445839,"threshold_uncertainty_score":0.149148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07352544152745756,"score_gpt":0.1916644282519131,"score_spread":0.1181389867244555,"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."}}