{"id":"W2980815785","doi":"10.1051/epjconf/202022501002","title":"Timepix3 Luminosity Determination of 13 TeV Proton-Proton Collisions at the ATLAS Experiment","year":2020,"lang":"en","type":"article","venue":"EPJ Web of Conferences","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Natural Sciences and Engineering Research Council of Canada","keywords":"Large Hadron Collider; Luminosity; Physics; Atlas (anatomy); Bunches; Detector; Proton; Nuclear physics; ATLAS experiment; Beam (structure); Particle physics; Astrophysics; Optics; Galaxy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002248304,0.0007511757,0.0006860498,0.002181127,0.000996715,0.001518999,0.0008523636,0.0008298181,0.004561467],"category_scores_gemma":[0.001566734,0.0006127076,0.0007619438,0.002756017,0.000310889,0.0005924437,0.001172954,0.0006802788,0.001501854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780377,"about_ca_system_score_gemma":0.0006963365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002816649,"about_ca_topic_score_gemma":0.003082677,"domain_scores_codex":[0.9989254,0.000173349,0.00004961893,0.0002794942,0.0004003816,0.0001717371],"domain_scores_gemma":[0.9988471,0.0002888722,0.0002956667,0.000142257,0.0003023727,0.0001237984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01431992,0.0004974298,0.3567696,0.0008577441,0.001058404,0.003585835,0.001684567,0.01941826,0.5117487,0.009956271,0.01353061,0.0665727],"study_design_scores_gemma":[0.0002224505,0.0009851465,0.5286446,0.00006235742,0.0003594697,0.00196108,0.000218339,0.04051941,0.4066755,0.001105714,0.01900757,0.0002382278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294141,0.001035179,0.03453641,0.0001170843,0.00003862133,0.0001131303,0.01361141,0.003246925,0.01788706],"genre_scores_gemma":[0.9669061,0.0003187293,0.01222945,0.00009932907,0.00003528388,0.0001447907,0.01442473,0.0008010277,0.005040517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004561467,"threshold_uncertainty_score":0.01525956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138465938876994,"score_gpt":0.2755943686627005,"score_spread":0.2442097092739305,"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."}}