{"id":"W4399288002","doi":"10.1103/physrevd.109.116001","title":"Gravitational waves and tadpole resummation: Efficient and easy convergence of finite temperature QFT","year":2024,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto; Natural Sciences and Engineering Research Council of Canada; Japan Society for the Promotion of Science; Canada Research Chairs; Ministry of Education, Culture, Sports, Science and Technology; Alfred P. Sloan Foundation","keywords":"Resummation; Tadpole (physics); Gravitational wave; Convergence (economics); Physics; Gravitation; Quantum electrodynamics; Theoretical physics; Classical mechanics; Astrophysics; Particle physics; Economics; Quantum chromodynamics","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":[0.001079291,0.0005113035,0.0005079153,0.0006551273,0.0005736888,0.0009946101,0.001171755,0.000541222,0.003245211],"category_scores_gemma":[0.003423046,0.0002733295,0.0005989727,0.0005581391,0.00118582,0.001267696,0.00121367,0.001643539,0.001109597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006057734,"about_ca_system_score_gemma":0.0005934397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009714308,"about_ca_topic_score_gemma":0.001018843,"domain_scores_codex":[0.9996687,0.0001261651,0.00001270829,0.00002095099,0.0001325705,0.00003891122],"domain_scores_gemma":[0.999319,0.0002623746,0.00005964952,0.0002437931,0.00008338448,0.0000318715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006281922,0.00006134769,0.0004738404,0.0001392696,0.00003011427,0.0001794632,0.0002556812,0.05467618,0.005856387,0.8948693,0.003112982,0.04028254],"study_design_scores_gemma":[0.00005201845,0.00004299546,0.000308013,0.00004013856,0.00001117414,0.0001127112,0.00003560881,0.6441962,0.004758841,0.3430639,0.007351273,0.00002710883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1019561,0.001227071,0.8260436,0.001227972,0.0003994213,0.00008789506,0.0001298644,0.001925527,0.06700253],"genre_scores_gemma":[0.7132809,0.001075281,0.2703148,0.0003848806,0.0001816001,0.0002029483,0.0001656332,0.001354388,0.0130395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003245211,"threshold_uncertainty_score":0.01085627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302422171817584,"score_gpt":0.4407564195223793,"score_spread":0.4277321978042035,"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."}}