{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005171588,0.00007040762,0.0001199605,0.00004496798,0.0002386096,0.00001944286,0.0007694304,0.00001336177,0.00004418073],"category_scores_gemma":[0.00006384923,0.00004125691,0.0001243166,0.0007683656,0.0002999399,0.00005757575,0.0004525002,0.0002267923,0.00006926337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001338054,"about_ca_system_score_gemma":0.0001271806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070672,"about_ca_topic_score_gemma":0.000005029122,"domain_scores_codex":[0.9988858,0.0001110709,0.0001684513,0.0001221799,0.0004240675,0.0002883986],"domain_scores_gemma":[0.9985179,0.0005433718,0.00007525829,0.000642809,0.0001845649,0.0000360934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009738837,0.0007278923,0.1247774,0.0001518426,0.0007361286,0.000001208038,0.004940613,0.008956115,0.257825,0.5059891,0.04583167,0.04996562],"study_design_scores_gemma":[0.0008494345,0.0002183336,0.4022684,0.0002132563,0.00005493047,1.768133e-7,0.00380214,0.004114951,0.1005806,0.4740293,0.01353931,0.000329158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925339,0.00003473078,0.000277787,0.003699342,0.00005944376,0.0002534206,0.0001466655,0.0000105412,0.002984226],"genre_scores_gemma":[0.9990547,0.000004232377,0.00006901074,0.00001339279,0.0001398674,0.00003249541,0.00002920871,0.00001164631,0.0006454829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2774909,"threshold_uncertainty_score":0.1835216,"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."}}