{"id":"W3136239680","doi":"10.22323/1.390.0726","title":"Luminosity measurement with the ATLAS experiment at the LHC","year":2021,"lang":"en","type":"article","venue":"Proceedings of 40th International Conference on High Energy physics — PoS(ICHEP2020)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science and Technology Facilities Council","keywords":"Atlas (anatomy); Large Hadron Collider; Extrapolation; Luminosity; Calibration; Physics; Particle physics; Nuclear physics; Astrophysics; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001579425,0.0002279822,0.0001865966,0.0000209192,0.0002291876,0.0001240508,0.0004696832,0.0000276196,0.0004902122],"category_scores_gemma":[0.000005460817,0.0001405534,0.00008665789,0.0001786056,0.0001267237,0.0001923718,0.0001991396,0.0001617197,0.00002799371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061185,"about_ca_system_score_gemma":0.0001421262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001769632,"about_ca_topic_score_gemma":0.00001865996,"domain_scores_codex":[0.9983212,0.00001239188,0.0002355443,0.0003257774,0.0008654947,0.0002396012],"domain_scores_gemma":[0.9984586,0.00003163714,0.000249922,0.0001506501,0.001045649,0.00006353985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001821253,0.0002278199,0.01164256,0.000009764818,0.0004033787,0.000001045348,0.0007547518,0.00007255175,0.1426815,0.8394986,0.002174231,0.002351734],"study_design_scores_gemma":[0.0005334196,0.00008142622,0.004089976,0.00006721476,0.00003370888,0.000001406892,0.0004758951,0.0009357816,0.9814082,0.008390215,0.003755069,0.0002277143],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488366,0.00003309847,0.0004942667,0.002905505,0.0002095096,0.000111391,0.00002351476,0.0000215022,0.04736464],"genre_scores_gemma":[0.9979226,0.00001570119,0.0001124568,0.000141611,0.00035057,0.0001114456,0.00003388048,0.00001636837,0.001295338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8387267,"threshold_uncertainty_score":0.5731603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524520822476988,"score_gpt":0.2450942267407251,"score_spread":0.2098490185159552,"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."}}