{"id":"W2981015667","doi":"10.1007/jhep01(2020)174","title":"New linearization and reweighting for simulations of string sigma-model on the lattice","year":2020,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Quantum Chromodynamics and Particle Interactions","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simons Foundation; Einstein Stiftung Berlin; Fundação de Amparo à Pesquisa do Estado de São Paulo; Science and Technology Facilities Council; European Commission; Institut Périmètre de physique théorique","keywords":"Pfaffian; Worldsheet; Bosonization; Fermion; Discretization; Lattice (music); Linearization; Quadratic equation; Lattice field theory","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":[0.0007334534,0.0005111022,0.0008918496,0.0006807522,0.0007013569,0.0009422613,0.00152108,0.001296606,0.002998108],"category_scores_gemma":[0.002959013,0.0003188344,0.0005821194,0.0006760242,0.0008845133,0.0006415479,0.0006720707,0.001481284,0.0001748162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008257547,"about_ca_system_score_gemma":0.0006335392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009590356,"about_ca_topic_score_gemma":0.007216672,"domain_scores_codex":[0.9997293,0.0001119779,0.00001582818,0.00002843061,0.00005746718,0.00005698426],"domain_scores_gemma":[0.9980995,0.00119677,0.0001175772,0.0001659796,0.0002578654,0.0001623245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004058352,0.0005539915,0.007273471,0.0001421287,0.00009705043,0.0003986493,0.0002949821,0.9685628,0.005319515,0.01101164,0.000860379,0.00507967],"study_design_scores_gemma":[0.0000326651,0.00004034217,0.0003686777,0.000007103365,0.000006091925,0.000008857834,0.0000364213,0.9974003,0.0007702197,0.001183113,0.0001380973,0.00000822306],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839147,0.0001100419,0.01107203,0.000243801,0.00005081604,0.00004451371,0.0003842695,0.0003696267,0.003810173],"genre_scores_gemma":[0.985679,0.0000478275,0.01298841,0.00005413718,0.00001386605,0.00007038741,0.0004205561,0.00009828834,0.0006275781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009590356,"threshold_uncertainty_score":0.01906908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729160168277321,"score_gpt":0.2641184734126641,"score_spread":0.2368268717298909,"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."}}