{"id":"W3211638603","doi":"10.1051/0004-6361/202142275","title":"The throughput calibration of the VERITAS telescopes","year":2021,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":25,"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; U.S. Department of Energy; Office of Science; Smithsonian Institution; National Science Foundation","keywords":"Physics; Cherenkov radiation; Photomultiplier; Crab Nebula; Telescope; Cherenkov Telescope Array; Optics; Calibration; Detector; Remote sensing; Astronomy; Astrophysics; Gamma ray","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":[0.002249261,0.000795214,0.0003470496,0.0008423806,0.0004641841,0.001586612,0.001871944,0.0006231836,0.004177911],"category_scores_gemma":[0.006559916,0.0005272517,0.0005466896,0.0005556669,0.0004367353,0.001353691,0.001182364,0.0009984723,0.001701739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00233668,"about_ca_system_score_gemma":0.001456464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004476956,"about_ca_topic_score_gemma":0.003350903,"domain_scores_codex":[0.9973622,0.0002645019,0.0001255765,0.0005925994,0.001471064,0.0001840577],"domain_scores_gemma":[0.9970994,0.000486299,0.0004376505,0.0006338985,0.001261753,0.00008101165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001608401,0.0001930408,0.0769417,0.0006513942,0.0004161148,0.000321962,0.001048681,0.1000736,0.3903325,0.01314431,0.01281815,0.4024501],"study_design_scores_gemma":[0.0001049856,0.0005340412,0.04752418,0.0001150024,0.0002130351,0.0008828432,0.0002055642,0.3514826,0.5456819,0.002872079,0.05023079,0.0001529949],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2202512,0.0008120245,0.7412072,0.0005234462,0.0003482079,0.0002883952,0.002222269,0.02000907,0.01433813],"genre_scores_gemma":[0.755987,0.0002263282,0.2367596,0.0001346898,0.00007110026,0.0001772483,0.002162506,0.0009843035,0.003497134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004476956,"threshold_uncertainty_score":0.01695389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005513908863409155,"score_gpt":0.1934926234990911,"score_spread":0.187978714635682,"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."}}