{"id":"W4408157623","doi":"10.3847/1538-4357/adae0f","title":"Tracking X-Ray Variability in Next-generation EHT Low-luminosity Active Galactic Nucleus Targets","year":2025,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration; California Institute of Technology; Agencia Nacional de Investigación y Desarrollo; Canada Research Chairs; McGill University","keywords":"Physics; Active galactic nucleus; Astrophysics; Luminosity; Nucleus; Tracking (education); Astronomy; Galaxy; Medicine","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":[0.0007625373,0.0001497653,0.000281279,0.000694553,0.0002778762,0.0006650133,0.0005535901,0.0001971457,0.0005302186],"category_scores_gemma":[0.0008406314,0.0001208002,0.0002187256,0.000349213,0.0001485212,0.0003236604,0.0007877297,0.0002065664,0.0003053536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005202118,"about_ca_system_score_gemma":0.0001267959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009986158,"about_ca_topic_score_gemma":0.01343688,"domain_scores_codex":[0.999597,0.00006350613,0.00001557824,0.0001178149,0.0001315332,0.00007457767],"domain_scores_gemma":[0.9990169,0.0001049418,0.0003123888,0.0001723051,0.0001997825,0.0001936849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002469105,0.0001064566,0.9670078,0.00001797262,0.00008814408,0.0002173515,0.0001808027,0.002686741,0.0173421,0.0001320092,0.0006203693,0.01135336],"study_design_scores_gemma":[0.00001120006,0.00009623682,0.9891679,0.000003516764,0.00002300367,0.0001394927,0.00005961626,0.006390495,0.002943437,0.00002759264,0.00113095,0.000006441031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978678,0.00004605927,0.0005105032,0.00001972149,0.000001736042,0.000007611467,0.0006212657,0.00008031116,0.0008449593],"genre_scores_gemma":[0.9966894,0.00001568861,0.001148305,0.00001491343,0.000006842411,0.000007255444,0.001841826,0.00001400699,0.0002616812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009986158,"threshold_uncertainty_score":0.0198561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161069881840332,"score_gpt":0.2503922435857452,"score_spread":0.2287815447673419,"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."}}