{"id":"W4315479742","doi":"10.3847/2515-5172/acb147","title":"VTSCat: The VERITAS Catalog of Gamma-Ray Observations","year":2023,"lang":"en","type":"article","venue":"Research Notes of the AAS","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Energy Research Scientific Computing Center; Office of Science; National Aeronautics and Space Administration; U.S. Department of Energy; Goddard Space Flight Center; Smithsonian Institution; National Science Foundation","keywords":"Physics; Astronomy; Observatory; Cherenkov radiation; Astrophysics; Pulsar; Galaxy; Active galactic nucleus; Cherenkov Telescope Array; Telescope; Gamma ray; Supernova; Gamma-ray astronomy; Detector","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":[0.001270284,0.001228083,0.0006887262,0.01402205,0.0006255079,0.002172167,0.001473584,0.0007132871,0.04771808],"category_scores_gemma":[0.00586637,0.0006331182,0.000505393,0.01674833,0.0002902635,0.002400165,0.002428357,0.000886907,0.05444181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090849,"about_ca_system_score_gemma":0.002053432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351643,"about_ca_topic_score_gemma":0.009454751,"domain_scores_codex":[0.9985679,0.00009227759,0.0001954842,0.0002626368,0.0007035131,0.0001781186],"domain_scores_gemma":[0.9942584,0.0007075191,0.001070851,0.001630356,0.001883855,0.0004489967],"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":[0.0003107579,0.00004696542,0.02243718,0.0007408274,0.00005966643,0.0001693023,0.0002468639,0.0009671946,0.00238394,0.003152824,0.8727346,0.0967498],"study_design_scores_gemma":[0.00005414674,0.00001757658,0.02476352,0.0002994761,0.00003125678,0.0002366984,0.0001173649,0.000684557,0.002199078,0.001370354,0.9701837,0.00004216783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006797007,0.00107184,0.001599952,0.000146432,0.00008823078,0.00007807643,0.9646912,0.007016516,0.01851072],"genre_scores_gemma":[0.007202048,0.0006220082,0.0036337,0.00005330128,0.00003984717,0.00009729224,0.9829352,0.001154344,0.004262248],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04771808,"threshold_uncertainty_score":0.1596329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242197505105011,"score_gpt":0.3504366592127559,"score_spread":0.2262169087022547,"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."}}