{"id":"W2979333747","doi":"10.1103/physrevc.102.054906","title":"JETSCAPE framework: <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"><mml:mrow><mml:mi>p</mml:mi><mml:mo>+</mml:mo><mml:mi>p</mml:mi></mml:mrow></mml:math> results","year":2020,"lang":"lv","type":"article","venue":"Physical review. C","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Nuclear Physics; Natural Sciences and Engineering Research Council of Canada; Office of the Vice President for Research, Wayne State University; Office of Science; Ministry of Science and Technology of the People's Republic of China; Canada Council for the Arts; National Natural Science Foundation of China; Canada Foundation for Innovation; National Science Foundation; Compute Canada; Killam Trusts; McGill University; U.S. Department of Energy; Wayne State University","keywords":"Observable; Physics; Monte Carlo method; Nuclear physics; Hadron; Algorithm; Particle physics; Computer science; Statistics; Mathematics; Quantum mechanics","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001484267,0.0008638063,0.0005988851,0.0001883741,0.001262271,0.00109902,0.002220852,0.0009583029,0.02296706],"category_scores_gemma":[0.002536906,0.001340735,0.002138559,0.001775491,0.001045993,0.001002979,0.00231126,0.002460804,0.01356501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002184627,"about_ca_system_score_gemma":0.001276165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006076575,"about_ca_topic_score_gemma":0.00007237374,"domain_scores_codex":[0.9907478,0.0006450139,0.001770728,0.001936426,0.002545467,0.002354539],"domain_scores_gemma":[0.9924719,0.002106644,0.001285227,0.002297393,0.0002558044,0.001582979],"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":[0.000653193,0.0005613905,0.000009749139,0.001480804,0.0009207245,0.0003570167,0.00117084,0.001574963,0.001920628,0.8815956,0.10187,0.007885097],"study_design_scores_gemma":[0.002305419,0.002381416,0.0001075555,0.005997669,0.001860946,0.0001205575,0.000948941,0.3576169,0.5581411,0.00285005,0.06538796,0.002281458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.851809,0.004154212,0.001177593,0.003831841,0.001063731,0.000126546,0.0004569666,0.0002171642,0.137163],"genre_scores_gemma":[0.9869139,0.003895624,0.001376295,0.001370501,0.003940159,0.001144831,0.0006338357,0.0005023208,0.0002225953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8787456,"threshold_uncertainty_score":0.999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884944927937128,"score_gpt":0.2945809646941245,"score_spread":0.2657315154147532,"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."}}