{"id":"W2962988562","doi":"10.22323/1.358.0689","title":"Variability Study of Extreme Blazars with VERITAS","year":2019,"lang":"en","type":"article","venue":"Proceedings of 36th International Cosmic Ray Conference — PoS(ICRC2019)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy; Office of Science; Smithsonian Institution; National Science Foundation","keywords":"Physics; Blazar; Cherenkov radiation; Astrophysics; Redshift; Active galactic nucleus; Cosmic ray; Astronomy; High energy; Gamma ray; Sky; Galaxy; Detector","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002606177,0.0002819442,0.0004722519,0.000120879,0.00004336151,0.00006685525,0.00074632,0.00003357417,0.0007117473],"category_scores_gemma":[0.00001172357,0.0002470769,0.00009871272,0.0001889533,0.0001123349,0.0004166108,0.00018339,0.0002325501,0.0000322048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005110124,"about_ca_system_score_gemma":0.0001532648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002811658,"about_ca_topic_score_gemma":0.000001548776,"domain_scores_codex":[0.9980516,0.0000128426,0.0005614164,0.0005000662,0.000599094,0.0002750111],"domain_scores_gemma":[0.9978468,0.00005870306,0.0005973884,0.0002145193,0.001194633,0.00008799835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000577649,0.002268093,0.7725254,0.00008369964,0.0007702389,5.471554e-7,0.002294866,0.0001219744,0.04992723,0.1651413,0.0002411904,0.006047805],"study_design_scores_gemma":[0.03177737,0.01318544,0.4855317,0.001786376,0.001071317,0.00001433725,0.0654454,0.02501892,0.06364667,0.3025758,0.005107016,0.004839672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410455,0.00000446717,0.0009920738,0.00007979146,0.0001978028,0.0005733962,0.00008211951,0.00002177524,0.05700307],"genre_scores_gemma":[0.9985713,0.000001733798,0.0006164528,0.00002048132,0.0001132562,0.00004193177,0.00002454581,0.0000259178,0.0005843889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2869937,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612849126202155,"score_gpt":0.2271045756629013,"score_spread":0.2109760844008798,"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."}}