{"id":"W4389687367","doi":"10.3847/1538-4357/ad0ce9","title":"Electromagnetic Characterization of the LISA Verification Binary ZTF J0526+5934","year":2023,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Planetary Science Division; Deutsches Elektronen-Synchrotron; Science and Technology Facilities Council; Science Mission Directorate; Stockholms Universitet; University of California, Los Angeles; Jet Propulsion Laboratory; Smithsonian Astrophysical Observatory; NASA Headquarters; Max-Planck-Institut für Astronomie; Gordon and Betty Moore Foundation; Queen's University Belfast; Queen's University; NASA Exoplanet Science Institute; Los Alamos National Laboratory; University of Washington; Johns Hopkins University; W. M. Keck Foundation; Space Telescope Science Institute; National Science Foundation; Texas Tech University; National Central University; Nuclear Safety and Security Commission; Eötvös Loránd Tudományegyetem; California Institute of Technology; National Aeronautics and Space Administration; Natural Sciences and Engineering Research Council of Canada; Durham University; Smithsonian Institution","keywords":"Physics; White dwarf; Astrophysics; Astronomy; Binary number; Binary star; Subdwarf; Stars","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002300184,0.0001436437,0.0002498221,0.001716592,0.0006532572,0.0004299859,0.0002601591,0.0002292379,0.001846244],"category_scores_gemma":[0.0005775539,0.0001252338,0.0001203277,0.001097472,0.0001700372,0.0001947689,0.0003600538,0.0002238855,0.0005875085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005351823,"about_ca_system_score_gemma":0.0002323175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007861235,"about_ca_topic_score_gemma":0.01529861,"domain_scores_codex":[0.9998517,0.000009631846,0.000008784921,0.00003399624,0.00005359813,0.00004223173],"domain_scores_gemma":[0.99944,0.00004614015,0.0002027812,0.00004943388,0.0001369378,0.0001247534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009052327,0.0002760965,0.8501886,0.00005012553,0.00003798649,0.001496005,0.0004706171,0.001097164,0.1130466,0.0008947125,0.002273383,0.02926366],"study_design_scores_gemma":[0.00001040791,0.00008844701,0.9931003,0.000003854407,0.000007206215,0.0003600595,0.0001085176,0.001230486,0.002694436,0.00006794531,0.002319808,0.00000859743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997321,0.00004393213,0.0001903726,0.00002528786,0.000005803464,0.000008105157,0.000880415,0.00002509688,0.001500084],"genre_scores_gemma":[0.9959462,0.00001664961,0.0005190233,0.00001441066,0.000008184115,0.000005604347,0.002726409,0.000006763699,0.0007567944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007861235,"threshold_uncertainty_score":0.01563096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009029566638776344,"score_gpt":0.2148274915793845,"score_spread":0.2057979249406081,"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."}}